{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 1、地理编码和逆地理编码"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- API文档：https://lbs.amap.com/api/webservice/guide/api/georegeo"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 1.1地理编码"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- 地理编码：将详细的结构化地址转换为高德经纬度坐标。且支持对地标性名胜景区、建筑物名称解析为高德经纬度坐标。 结构化地址举例：北京市朝阳区阜通东大街6号转换后经纬度：116.480881,39.989410。地标性建筑举例：天安门转换后经纬度：116.397499,39.908722  \n",
    "  \n",
    "- url：https://restapi.amap.com/v3/geocode/geo?parameters  \n",
    "  \n",
    "- requests.get()  \n",
    "  \n",
    "- key,address"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "import requests\n",
    "import pandas as pd\n",
    "my_key = \"b9971b2d4dba9debb61d42df654e6ac0\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "def geocode(key,address):\n",
    "    geocode_url:\"https://restapi.amap.com/v3/geocode/geo?parameters\" #此url为地理编码url\n",
    "    params = {\n",
    "        \"key\":key,\n",
    "        \"address\":address,\n",
    "    }\n",
    "    r = requests.get(\"https://restapi.amap.com/v3/geocode/geo?parameters\",params=params)\n",
    "    results = r.json()['geocodes'][0]['location']\n",
    "    return results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'113.679287,23.632575'"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "geocode(my_key,address=\"广东省广州市从化区中山大学南方学院\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'113.679287,23.632575'"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "中大南方_location = geocode(my_key,address=\"广东省广州市从化区中山大学南方学院\")\n",
    "中大南方_location"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 1.2逆地理编码"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- 逆地理编码：将经纬度转换为详细结构化的地址，且返回附近周边的POI、AOI信息。例如：116.480881,39.989410 转换地址描述后：北京市朝阳区阜通东大街6号.  \n",
    "  \n",
    "- url：https://restapi.amap.com/v3/geocode/regeo?parameters  \n",
    "  \n",
    "- requests.get()  \n",
    "  \n",
    "- key,location"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "def regeo(key,location,extensions=\"base\",poitype=None,radius=None,roadlevel=None):\n",
    "    url = \"https://restapi.amap.com/v3/geocode/regeo?parameters\"\n",
    "    params = {\n",
    "        \"key\":key,\n",
    "        \"location\":location,\n",
    "        \"extensions\":extensions,\n",
    "        \"poitype\":poitype,\n",
    "        \"radius\":radius,\n",
    "        \"roadlevel\":roadlevel,\n",
    "    }\n",
    "    r = requests.get('https://restapi.amap.com/v3/geocode/regeo?parameters',params=params)\n",
    "    return r.json()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'status': '1',\n",
       " 'regeocode': {'addressComponent': {'city': '广州市',\n",
       "   'province': '广东省',\n",
       "   'adcode': '440117',\n",
       "   'district': '从化区',\n",
       "   'towncode': '440117103000',\n",
       "   'streetNumber': {'number': '7号',\n",
       "    'location': '113.678600,23.633329',\n",
       "    'direction': '西北',\n",
       "    'distance': '109.203',\n",
       "    'street': '博学路'},\n",
       "   'country': '中国',\n",
       "   'township': '温泉镇',\n",
       "   'businessAreas': [[]],\n",
       "   'building': {'name': [], 'type': []},\n",
       "   'neighborhood': {'name': [], 'type': []},\n",
       "   'citycode': '020'},\n",
       "  'formatted_address': '广东省广州市从化区温泉镇中山大学南方学院'},\n",
       " 'info': 'OK',\n",
       " 'infocode': '10000'}"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "regeo(my_key,location=中大南方_location)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 准备路径规划下六个模块所需要的起点和终点的地理编码\n",
    "start_add = \"广东省广州市从化区中山大学南方学院\"\n",
    "stop_add = \"广东省广州市龙岗村\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "def geocode(key,address):\n",
    "    geocode_url:\"https://restapi.amap.com/v3/geocode/geo?parameters\" #此url为地理编码url\n",
    "    params = {\n",
    "        \"key\":key,\n",
    "        \"address\":address,\n",
    "        \"output\":\"json\"\n",
    "    }\n",
    "    r = requests.get(\"https://restapi.amap.com/v3/geocode/geo?parameters\",params=params)\n",
    "    results = r.json()['geocodes'][0]['location']\n",
    "    return results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'113.679287,23.632575'"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "results_起始点 = geocode(my_key,start_add)\n",
    "results_起始点"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'113.384632,23.392457'"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "results_终点 = geocode(my_key,stop_add)\n",
    "results_终点"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 2、路径规划"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- API文档：https://lbs.amap.com/api/webservice/guide/api/direction"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- 无需展现地图的场景下，进行线路查询，如以线路结果页形式展现换乘方案；\n",
    "- 根据返回线路数据，自行开发线路导航。 "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 2.1步行路径规划"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- 步行路径规划 API 可以规划100KM以内的步行通勤方案，并且返回通勤方案的数据。    \n",
    "- url：https://restapi.amap.com/v3/direction/walking?parameters  \n",
    "- requests.get()  \n",
    "- key,origin,destination"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 步行路径规划  \n",
    "def walk(key,origin,destination):\n",
    "    url_walk = \"https://restapi.amap.com/v3/direction/walking?parameters\"\n",
    "    params_walk = {\n",
    "        \"key\":key,\n",
    "        \"origin\":origin,\n",
    "        \"destination\":destination\n",
    "    }\n",
    "    r = requests.get(url_walk,params_walk)\n",
    "    results = r.json()\n",
    "    return results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'status': '1',\n",
       " 'info': 'ok',\n",
       " 'infocode': '10000',\n",
       " 'count': '1',\n",
       " 'route': {'origin': '113.679287,23.632575',\n",
       "  'destination': '113.384632,23.392457',\n",
       "  'paths': [{'distance': '46892',\n",
       "    'duration': '37514',\n",
       "    'steps': [{'instruction': '向东步行101米右转',\n",
       "      'orientation': '东',\n",
       "      'road': [],\n",
       "      'distance': '101',\n",
       "      'duration': '81',\n",
       "      'polyline': '113.679592,23.632491;113.680586,23.632522',\n",
       "      'action': '右转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '向南步行199米向右前方行走',\n",
       "      'orientation': '南',\n",
       "      'road': [],\n",
       "      'distance': '199',\n",
       "      'duration': '159',\n",
       "      'polyline': '113.680586,23.632522;113.680638,23.63214;113.680668,23.63174;113.680634,23.631541;113.68059,23.631437;113.68059,23.631437;113.680499,23.631241;113.680408,23.631094;113.680208,23.630842',\n",
       "      'action': '向右前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '向西步行159米左转',\n",
       "      'orientation': '西',\n",
       "      'road': [],\n",
       "      'distance': '159',\n",
       "      'duration': '127',\n",
       "      'polyline': '113.680204,23.630838;113.680035,23.630773;113.680035,23.630773;113.679644,23.630638;113.679644,23.630638;113.679362,23.630521;113.679201,23.630473;113.679201,23.630473;113.679032,23.63043;113.679032,23.63043;113.67888,23.630404;113.67888,23.630404;113.678711,23.630365',\n",
       "      'action': '左转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '向南步行237米左转',\n",
       "      'orientation': '南',\n",
       "      'road': [],\n",
       "      'distance': '237',\n",
       "      'duration': '190',\n",
       "      'polyline': '113.678711,23.63036;113.678711,23.62934;113.678711,23.62934;113.678711,23.629193;113.678689,23.629084;113.678637,23.629023;113.678424,23.628902;113.678368,23.628841;113.678316,23.628724;113.678294,23.628611;113.678294,23.628611;113.678277,23.628372',\n",
       "      'action': '左转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '向南步行498米向右前方行走',\n",
       "      'orientation': '南',\n",
       "      'road': [],\n",
       "      'distance': '498',\n",
       "      'duration': '398',\n",
       "      'polyline': '113.678273,23.628368;113.678572,23.628338;113.678685,23.628307;113.678685,23.628307;113.678845,23.628234;113.679045,23.628073;113.679158,23.627964;113.679158,23.627964;113.679214,23.627869;113.679236,23.627778;113.67928,23.627526;113.679288,23.627322;113.679288,23.627322;113.679253,23.626853;113.679184,23.626623;113.679141,23.626497;113.679002,23.626259;113.678941,23.626176;113.678711,23.625977;113.67862,23.625864;113.678529,23.62572;113.678438,23.625191;113.678429,23.625056;113.678451,23.624939;113.678572,23.624657',\n",
       "      'action': '向右前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '向西南步行722米左转',\n",
       "      'orientation': '西南',\n",
       "      'road': [],\n",
       "      'distance': '722',\n",
       "      'duration': '578',\n",
       "      'polyline': '113.678572,23.624653;113.678559,23.62451;113.678416,23.624323;113.678416,23.624323;113.677582,23.623793;113.676532,23.623346;113.676363,23.623255;113.676272,23.623151;113.676111,23.622834;113.676042,23.622739;113.67579,23.622483;113.675499,23.622279;113.675417,23.622174;113.675386,23.622088;113.675378,23.621836;113.675378,23.621836;113.675391,23.62161;113.675434,23.621476;113.675543,23.621359;113.675764,23.621181;113.675846,23.621089;113.675903,23.620994;113.675907,23.620855;113.675877,23.620725;113.675747,23.620547;113.675599,23.620373;113.675243,23.620013',\n",
       "      'action': '左转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '向东南步行412米向右前方行走',\n",
       "      'orientation': '东南',\n",
       "      'road': [],\n",
       "      'distance': '412',\n",
       "      'duration': '330',\n",
       "      'polyline': '113.675239,23.620009;113.67549,23.620013;113.675642,23.619991;113.675773,23.619948;113.676016,23.619796;113.676901,23.619193;113.677261,23.618785;113.678069,23.61783;113.678069,23.61783;113.678181,23.617656',\n",
       "      'action': '向右前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿乌土街向南步行1381米右转',\n",
       "      'orientation': '南',\n",
       "      'road': '乌土街',\n",
       "      'distance': '1381',\n",
       "      'duration': '1105',\n",
       "      'polyline': '113.678181,23.617652;113.678095,23.617205;113.678051,23.617075;113.677973,23.616923;113.677743,23.616558;113.677609,23.616289;113.677391,23.615816;113.677339,23.615668;113.67714,23.614826;113.677049,23.614323;113.676927,23.613359;113.676845,23.612786;113.676602,23.611489;113.676415,23.610438;113.676411,23.610265;113.676411,23.610265;113.676489,23.609848;113.676502,23.609622;113.676493,23.609236;113.676415,23.608746;113.676415,23.608485;113.67648,23.60819;113.67661,23.607734;113.676819,23.606736;113.676862,23.606541;113.676914,23.606415;113.677014,23.606254;113.677535,23.605673',\n",
       "      'action': '右转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿乌土街向西南步行165米直行',\n",
       "      'orientation': '西南',\n",
       "      'road': '乌土街',\n",
       "      'distance': '165',\n",
       "      'duration': '132',\n",
       "      'polyline': '113.677535,23.605668;113.676988,23.605373;113.676402,23.605;113.676163,23.604887',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿934县道向西步行118米直行',\n",
       "      'orientation': '西',\n",
       "      'road': '934县道',\n",
       "      'distance': '118',\n",
       "      'duration': '94',\n",
       "      'polyline': '113.676159,23.604883;113.675799,23.604805;113.675508,23.604779;113.675508,23.604779;113.675013,23.60474',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿桃园东路向西南步行674米向右前方行走',\n",
       "      'orientation': '西南',\n",
       "      'road': '桃园东路',\n",
       "      'distance': '674',\n",
       "      'duration': '539',\n",
       "      'polyline': '113.675009,23.604735;113.674236,23.604683;113.673893,23.604618;113.673464,23.604492;113.673464,23.604492;113.67168,23.604006;113.671541,23.603958;113.671411,23.603854;113.671068,23.603472;113.670807,23.603264;113.670807,23.603264;113.670525,23.603073;113.6702,23.602904;113.6702,23.602904;113.670022,23.602795;113.670022,23.602795;113.669909,23.602682;113.669818,23.602517;113.669787,23.602413;113.669718,23.601901',\n",
       "      'action': '向右前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿桃园东路向西南步行247米直行',\n",
       "      'orientation': '西南',\n",
       "      'road': '桃园东路',\n",
       "      'distance': '247',\n",
       "      'duration': '198',\n",
       "      'polyline': '113.669714,23.601897;113.66964,23.601771;113.66964,23.601771;113.669488,23.601558;113.669488,23.601558;113.668789,23.600859;113.668663,23.600768;113.668663,23.600768;113.668442,23.600647;113.667947,23.600417',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿桃园西路向西南步行2775米向右前方行走',\n",
       "      'orientation': '西南',\n",
       "      'road': '桃园西路',\n",
       "      'distance': '2775',\n",
       "      'duration': '2220',\n",
       "      'polyline': '113.667943,23.600412;113.667331,23.600139;113.667331,23.600139;113.666224,23.599644;113.665955,23.599505;113.665955,23.599505;113.665781,23.599362;113.665781,23.599362;113.665521,23.599093;113.665521,23.599093;113.665286,23.598824;113.665286,23.598824;113.665256,23.598785;113.665256,23.598785;113.664796,23.598238;113.664796,23.598238;113.664401,23.597622;113.664401,23.597622;113.664071,23.59714;113.663746,23.59678;113.663746,23.59678;113.663477,23.59651;113.663477,23.59651;113.66224,23.595434;113.66224,23.595434;113.661563,23.594848;113.661563,23.594848;113.661311,23.594605;113.66115,23.594414;113.660907,23.594032;113.660907,23.594032;113.660829,23.593889;113.660729,23.593598;113.660547,23.593025;113.660464,23.592804;113.660464,23.592804;113.659931,23.591593;113.659831,23.591393;113.659631,23.59105;113.659631,23.59105;113.659115,23.59023;113.658824,23.589592;113.658824,23.589592;113.658754,23.589405;113.658754,23.589405;113.657817,23.58714;113.657747,23.586936;113.657695,23.586693;113.657548,23.585369;113.657548,23.585369;113.657483,23.585161;113.657326,23.584896;113.657326,23.584896;113.657114,23.58457;113.657062,23.584453;113.65691,23.583924;113.656884,23.583785;113.656879,23.583681;113.656888,23.583572;113.656979,23.58326;113.657066,23.58303;113.657157,23.582852;113.657378,23.582539;113.657431,23.582444;113.65747,23.582344;113.657483,23.582235;113.657483,23.582109;113.657435,23.580777;113.657405,23.580616;113.657405,23.580616;113.657296,23.580308;113.657244,23.580221;113.656723,23.579644;113.656723,23.579644;113.656597,23.579488;113.656411,23.579362',\n",
       "      'action': '向右前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿石海工业大道向西南步行1838米直行',\n",
       "      'orientation': '西南',\n",
       "      'road': '石海工业大道',\n",
       "      'distance': '1838',\n",
       "      'duration': '1470',\n",
       "      'polyline': '113.656406,23.579358;113.656055,23.57931;113.656055,23.57931;113.655091,23.579089;113.654918,23.579023;113.654566,23.57885;113.654566,23.57885;113.653681,23.578372;113.653681,23.578372;113.653429,23.578247;113.653429,23.578247;113.652713,23.577865;113.652713,23.577865;113.652452,23.577704;113.652001,23.577387;113.652001,23.577387;113.651654,23.577105;113.651654,23.577105;113.651437,23.57694;113.651437,23.57694;113.650681,23.576332;113.650681,23.576332;113.650378,23.576094;113.650378,23.576094;113.649674,23.575534;113.649674,23.575534;113.649583,23.575451;113.649583,23.575451;113.64924,23.575182;113.64924,23.575182;113.647409,23.573754;113.647409,23.573754;113.647279,23.573641;113.646793,23.573155;113.646793,23.573155;113.64661,23.57296;113.64661,23.57296;113.646419,23.572778;113.646419,23.572778;113.646202,23.572565;113.645968,23.57237;113.645252,23.571866;113.645252,23.571866;113.644974,23.571732;113.644974,23.571732;113.644883,23.571706;113.644618,23.571671;113.643967,23.571675;113.643967,23.571675;113.643511,23.57168;113.643511,23.57168;113.64329,23.57168;113.643047,23.571654;113.64293,23.571632;113.642548,23.571502;113.642326,23.571411;113.641979,23.571228;113.641636,23.571003;113.641636,23.571003;113.641437,23.57082',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿政通路向西南步行2161米直行',\n",
       "      'orientation': '西南',\n",
       "      'road': '政通路',\n",
       "      'distance': '2161',\n",
       "      'duration': '1729',\n",
       "      'polyline': '113.641432,23.570816;113.641168,23.570525;113.641168,23.570525;113.640964,23.570265;113.640864,23.570156;113.640864,23.570156;113.640651,23.569978;113.640408,23.569822;113.638902,23.569006;113.638902,23.569006;113.638398,23.568746;113.638056,23.568611;113.637695,23.568529;113.637431,23.568507;113.637209,23.568516;113.637209,23.568516;113.636836,23.568576;113.636836,23.568576;113.636484,23.568676;113.636484,23.568676;113.635334,23.569058;113.633754,23.569614;113.633485,23.569674;113.633251,23.569692;113.633251,23.569692;113.633069,23.569688;113.633069,23.569688;113.632778,23.569635;113.632378,23.569492;113.631992,23.569319;113.631853,23.569223;113.631801,23.569158;113.631701,23.568997;113.631441,23.568338;113.631441,23.568338;113.63128,23.567947;113.63128,23.567947;113.63122,23.567834;113.631089,23.567656;113.630946,23.567526;113.630768,23.567387;113.630768,23.567387;113.630456,23.567157;113.630456,23.567157;113.630113,23.566884;113.630113,23.566884;113.629596,23.566458;113.629063,23.565799;113.628359,23.565174;113.62826,23.565026;113.62806,23.564592;113.627665,23.56395;113.627574,23.563815;113.627413,23.56365;113.626576,23.563003;113.626254,23.562804;113.625964,23.562682;113.624987,23.562365',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿灌村路向西步行781米左转',\n",
       "      'orientation': '西',\n",
       "      'road': '灌村路',\n",
       "      'distance': '781',\n",
       "      'duration': '625',\n",
       "      'polyline': '113.624983,23.562361;113.624431,23.562183;113.62349,23.56191;113.623216,23.561771;113.623003,23.561593;113.622661,23.561185;113.622049,23.560525;113.621936,23.560421;113.621775,23.560317;113.621515,23.560226;113.620226,23.559926;113.619579,23.559761;113.619427,23.559744;113.619427,23.559744;113.619188,23.559731;113.619188,23.559731;113.618555,23.559796;113.618355,23.559839;113.618251,23.559887',\n",
       "      'action': '左转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿环市东路向西南步行1583米',\n",
       "      'orientation': '西南',\n",
       "      'road': '环市东路',\n",
       "      'distance': '1583',\n",
       "      'duration': '1266',\n",
       "      'polyline': '113.618247,23.559887;113.617626,23.559271;113.617626,23.559271;113.615794,23.557474;113.615794,23.557474;113.615213,23.556905;113.615213,23.556905;113.614093,23.55579;113.614093,23.55579;113.613832,23.55549;113.613832,23.55549;113.613628,23.555217;113.613628,23.555217;113.613429,23.554926;113.613429,23.554926;113.613138,23.554418;113.612778,23.553516;113.612778,23.553516;113.612756,23.553442;113.612756,23.553442;113.612682,23.553251;113.612682,23.553251;113.612656,23.553181;113.612656,23.553181;113.612344,23.552339;113.612344,23.552339;113.612192,23.551949;113.612192,23.551949;113.61207,23.551658;113.611888,23.551354;113.611606,23.550968;113.611476,23.550812;113.611246,23.550577;113.610551,23.55;113.610551,23.55;113.610065,23.549609;113.610065,23.549609;113.609514,23.549162;113.609514,23.549162;113.609071,23.548746;113.609071,23.548746;113.608971,23.548641',\n",
       "      'action': [],\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿环市东路向南步行1626米右转',\n",
       "      'orientation': '南',\n",
       "      'road': '环市东路',\n",
       "      'distance': '1626',\n",
       "      'duration': '1301',\n",
       "      'polyline': '113.608967,23.548637;113.608707,23.548247;113.608537,23.547921;113.608537,23.547921;113.608416,23.547526;113.608364,23.547266;113.608364,23.547266;113.608333,23.54697;113.608333,23.54697;113.608264,23.546155;113.608264,23.546155;113.608225,23.545664;113.608216,23.545061;113.608273,23.544501;113.608333,23.54418;113.608333,23.54418;113.608359,23.544054;113.608359,23.544054;113.60849,23.54342;113.60849,23.54342;113.608533,23.543199;113.608533,23.543199;113.608906,23.541484;113.608906,23.541484;113.609097,23.540564;113.609097,23.540564;113.609297,23.539661;113.609297,23.539661;113.609497,23.538685;113.609557,23.538307;113.609557,23.538307;113.609601,23.537635;113.609601,23.537635;113.609601,23.537166;113.609553,23.536536;113.609553,23.536536;113.609453,23.535916;113.60928,23.535252;113.608872,23.534223',\n",
       "      'action': '右转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿从樟一路向西步行14米左转',\n",
       "      'orientation': '西',\n",
       "      'road': '从樟一路',\n",
       "      'distance': '14',\n",
       "      'duration': '11',\n",
       "      'polyline': '113.608867,23.534219;113.608737,23.534223',\n",
       "      'action': '左转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿环市东路向西南步行1098米向右前方行走',\n",
       "      'orientation': '西南',\n",
       "      'road': '环市东路',\n",
       "      'distance': '1098',\n",
       "      'duration': '878',\n",
       "      'polyline': '113.608733,23.534223;113.608242,23.53299;113.608242,23.53299;113.608012,23.532448;113.608012,23.532448;113.607799,23.531914;113.607799,23.531914;113.607682,23.531628;113.607682,23.531628;113.607248,23.530551;113.607248,23.530551;113.606988,23.529931;113.606988,23.529931;113.606866,23.529688;113.606866,23.529688;113.606645,23.529345;113.606484,23.529145;113.606484,23.529145;113.606385,23.529032;113.606385,23.529032;113.606128,23.52878;113.605898,23.528581;113.605898,23.528581;113.604952,23.527786;113.604952,23.527786;113.604388,23.527331;113.604388,23.527331;113.603563,23.526636;113.603563,23.526636;113.60329,23.526636;113.60329,23.526636;113.603199,23.526636;113.603199,23.526636;113.603194,23.526641;113.603207,23.526484;113.603207,23.526484;113.603216,23.526311;113.603216,23.526311;113.603142,23.526233',\n",
       "      'action': '向右前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '步行24米左转',\n",
       "      'orientation': [],\n",
       "      'road': [],\n",
       "      'distance': '24',\n",
       "      'duration': '19',\n",
       "      'polyline': '113.603138,23.526228;113.602908,23.526289',\n",
       "      'action': '左转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '1'},\n",
       "     {'instruction': '沿环市东路步行79米向右前方行走',\n",
       "      'orientation': [],\n",
       "      'road': '环市东路',\n",
       "      'distance': '79',\n",
       "      'duration': '63',\n",
       "      'polyline': '113.602904,23.526289;113.602886,23.526141;113.602769,23.525777;113.602769,23.525777;113.602656,23.525621',\n",
       "      'action': '向右前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿从城大道步行52米左转',\n",
       "      'orientation': [],\n",
       "      'road': '从城大道',\n",
       "      'distance': '52',\n",
       "      'duration': '42',\n",
       "      'polyline': '113.602652,23.525616;113.602448,23.52549;113.602244,23.525399;113.602244,23.525399;113.602205,23.525391',\n",
       "      'action': '左转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '步行31米右转',\n",
       "      'orientation': [],\n",
       "      'road': [],\n",
       "      'distance': '31',\n",
       "      'duration': '25',\n",
       "      'polyline': '113.602201,23.525386;113.60227,23.525109',\n",
       "      'action': '右转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '1'},\n",
       "     {'instruction': '沿环市东路向西南步行21米向右前方行走',\n",
       "      'orientation': '西南',\n",
       "      'road': '环市东路',\n",
       "      'distance': '21',\n",
       "      'duration': '17',\n",
       "      'polyline': '113.60227,23.525104;113.602153,23.524944',\n",
       "      'action': '向右前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '步行39米左转',\n",
       "      'orientation': [],\n",
       "      'road': [],\n",
       "      'distance': '39',\n",
       "      'duration': '31',\n",
       "      'polyline': '113.602148,23.524939;113.601771,23.52487',\n",
       "      'action': '左转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '1'},\n",
       "     {'instruction': '沿从城大道向南步行44米向右前方行走',\n",
       "      'orientation': '南',\n",
       "      'road': '从城大道',\n",
       "      'distance': '44',\n",
       "      'duration': '35',\n",
       "      'polyline': '113.601766,23.524865;113.60178,23.524722;113.60178,23.524722;113.60178,23.524457',\n",
       "      'action': '向右前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从公路向西步行1988米',\n",
       "      'orientation': '西',\n",
       "      'road': '广从公路',\n",
       "      'distance': '1988',\n",
       "      'duration': '1590',\n",
       "      'polyline': '113.60178,23.524453;113.601602,23.524219;113.601602,23.524219;113.601337,23.523876;113.601189,23.523715;113.601189,23.523715;113.600885,23.523455;113.600634,23.523286;113.600634,23.523286;113.60033,23.523138;113.599961,23.523012;113.599705,23.522951;113.599123,23.522891;113.599123,23.522891;113.597977,23.522799;113.597977,23.522799;113.597179,23.522734;113.597179,23.522734;113.595959,23.522635;113.595959,23.522635;113.595386,23.522595;113.595386,23.522595;113.594813,23.522556;113.594813,23.522556;113.59388,23.522483;113.59388,23.522483;113.593585,23.522457;113.593585,23.522457;113.591866,23.522322;113.591866,23.522322;113.591775,23.522309;113.591775,23.522309;113.591684,23.522305;113.591684,23.522305;113.591107,23.522261;113.590538,23.522174;113.590538,23.522174;113.590052,23.522075;113.590052,23.522075;113.589579,23.521949;113.589579,23.521949;113.589266,23.521845;113.589266,23.521845;113.589167,23.52181;113.589167,23.52181;113.588542,23.521554;113.588108,23.521341;113.588108,23.521341;113.587556,23.521024;113.587292,23.520846;113.58681,23.520482;113.586428,23.520174;113.586428,23.520174;113.586033,23.519852;113.585642,23.519527;113.585642,23.519527;113.584674,23.518733;113.584674,23.518733;113.584536,23.51862;113.584536,23.51862;113.584245,23.518372',\n",
       "      'action': [],\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从公路向西南步行1641米',\n",
       "      'orientation': '西南',\n",
       "      'road': '广从公路',\n",
       "      'distance': '1641',\n",
       "      'duration': '1313',\n",
       "      'polyline': '113.58424,23.518368;113.582973,23.517313;113.582973,23.517313;113.582127,23.516619;113.582127,23.516619;113.581875,23.516393;113.581875,23.516393;113.581749,23.516289;113.581749,23.516289;113.581241,23.515868;113.581241,23.515868;113.580868,23.515551;113.580868,23.515551;113.58069,23.515412;113.58069,23.515412;113.580056,23.514913;113.580056,23.514913;113.579683,23.514666;113.579332,23.514466;113.579102,23.514353;113.579102,23.514353;113.578585,23.514141;113.577014,23.513589;113.577014,23.513589;113.57671,23.513481;113.57671,23.513481;113.576007,23.513234;113.576007,23.513234;113.575386,23.513003;113.574436,23.512595;113.574436,23.512595;113.573963,23.512365;113.573963,23.512365;113.57303,23.511823;113.572405,23.511406;113.572405,23.511406;113.571549,23.510825;113.571549,23.510825;113.57148,23.510773;113.57148,23.510773;113.571228,23.510569;113.570924,23.51026',\n",
       "      'action': [],\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从公路向西南步行4522米直行',\n",
       "      'orientation': '西南',\n",
       "      'road': '广从公路',\n",
       "      'distance': '4522',\n",
       "      'duration': '3618',\n",
       "      'polyline': '113.57092,23.510256;113.57066,23.509974;113.570421,23.509674;113.570239,23.509418;113.569484,23.50819;113.569484,23.50819;113.569336,23.507934;113.569336,23.507934;113.568741,23.506966;113.568741,23.506966;113.568498,23.506571;113.568498,23.506571;113.567865,23.505543;113.567865,23.505543;113.56753,23.505074;113.56753,23.505074;113.567218,23.504731;113.566897,23.504436;113.566897,23.504436;113.566593,23.504206;113.566133,23.503919;113.56569,23.503707;113.565035,23.503451;113.565035,23.503451;113.563542,23.502873;113.563542,23.502873;113.562318,23.502409;113.562318,23.502409;113.560043,23.501541;113.560043,23.501541;113.559792,23.50145;113.559792,23.50145;113.559466,23.501324;113.559466,23.501324;113.559084,23.501172;113.559084,23.501172;113.55822,23.500846;113.55822,23.500846;113.557804,23.500686;113.557804,23.500686;113.557352,23.500473;113.557352,23.500473;113.557153,23.500365;113.556697,23.500069;113.556376,23.499831;113.555477,23.499058;113.555477,23.499058;113.55523,23.498863;113.55523,23.498863;113.554878,23.498598;113.554878,23.498598;113.554536,23.498381;113.554536,23.498381;113.554119,23.498134;113.554119,23.498134;113.553746,23.497921;113.553746,23.497921;113.552691,23.497357;113.552691,23.497357;113.550378,23.49612;113.550378,23.49612;113.548798,23.49526;113.548798,23.49526;113.548641,23.495178;113.548641,23.495178;113.547365,23.494488;113.546801,23.494223;113.546801,23.494223;113.546298,23.49398;113.546298,23.49398;113.545612,23.493594;113.54549,23.493485;113.54549,23.493485;113.545464,23.493464;113.545464,23.493464;113.545304,23.49332;113.545304,23.49332;113.544918,23.492977;113.544414,23.492574;113.543589,23.491997;113.543589,23.491997;113.542947,23.491532;113.542947,23.491532;113.542339,23.49112;113.54194,23.490933;113.541306,23.49072;113.541306,23.49072;113.541246,23.490699;113.541246,23.490699;113.538919,23.490109;113.538919,23.490109;113.536541,23.489505;113.536541,23.489505;113.53612,23.489401;113.53612,23.489401;113.535508,23.48924;113.535508,23.48924;113.535313,23.489188;113.535313,23.489188;113.534831,23.489062;113.534436,23.488932',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从北路向西南步行337米直行',\n",
       "      'orientation': '西南',\n",
       "      'road': '广从北路',\n",
       "      'distance': '337',\n",
       "      'duration': '270',\n",
       "      'polyline': '113.534431,23.488928;113.533663,23.488628;113.533663,23.488628;113.53316,23.488381;113.53316,23.488381;113.532626,23.488086;113.532626,23.488086;113.532092,23.487734;113.531602,23.487357',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从北路辅路向西南步行369米直行',\n",
       "      'orientation': '西南',\n",
       "      'road': '广从北路辅路',\n",
       "      'distance': '369',\n",
       "      'duration': '295',\n",
       "      'polyline': '113.531597,23.487352;113.531398,23.48727;113.530994,23.486888;113.530994,23.486888;113.530564,23.486415;113.529544,23.48513;113.529544,23.48513;113.529362,23.484887;113.529362,23.484887;113.529297,23.4848',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从南路辅路向西南步行343米直行',\n",
       "      'orientation': '西南',\n",
       "      'road': '广从南路辅路',\n",
       "      'distance': '343',\n",
       "      'duration': '274',\n",
       "      'polyline': '113.529297,23.484796;113.529054,23.484492;113.529054,23.484492;113.528368,23.483602;113.528056,23.483225;113.528056,23.483225;113.527704,23.482786;113.527704,23.482786;113.527461,23.48247;113.527422,23.482235',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从南路向西南步行268米向右前方行走',\n",
       "      'orientation': '西南',\n",
       "      'road': '广从南路',\n",
       "      'distance': '268',\n",
       "      'duration': '214',\n",
       "      'polyline': '113.527418,23.482231;113.526241,23.48069;113.526241,23.48069;113.525911,23.480247',\n",
       "      'action': '向右前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从南路向西南步行885米',\n",
       "      'orientation': '西南',\n",
       "      'road': '广从南路',\n",
       "      'distance': '885',\n",
       "      'duration': '708',\n",
       "      'polyline': '113.525907,23.480243;113.525903,23.480243;113.525903,23.480243;113.524952,23.479093;113.524614,23.47875;113.524362,23.47852;113.524067,23.478286;113.524067,23.478286;113.523798,23.478103;113.523455,23.477899;113.522478,23.477357;113.522478,23.477357;113.521037,23.476562;113.521037,23.476562;113.520417,23.476228;113.520417,23.476228;113.519822,23.475951;113.519436,23.475807;113.518954,23.475673',\n",
       "      'action': [],\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从南路辅路向西步行755米直行',\n",
       "      'orientation': '西',\n",
       "      'road': '广从南路辅路',\n",
       "      'distance': '755',\n",
       "      'duration': '604',\n",
       "      'polyline': '113.51895,23.475668;113.518589,23.475651;113.518016,23.475477;113.518016,23.475477;113.517548,23.47533;113.517548,23.47533;113.517496,23.475313;113.517496,23.475313;113.517322,23.475252;113.517322,23.475252;113.517122,23.475195;113.517122,23.475195;113.516085,23.474865;113.516085,23.474865;113.515734,23.474761;113.515734,23.474761;113.515551,23.474701;113.515551,23.474701;113.515382,23.474648;113.515382,23.474648;113.515321,23.474627;113.515321,23.474627;113.515056,23.474544;113.515056,23.474544;113.513468,23.474045;113.513468,23.474045;113.512161,23.473655;113.511949,23.473464',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从南路向西南步行3128米直行',\n",
       "      'orientation': '西南',\n",
       "      'road': '广从南路',\n",
       "      'distance': '3128',\n",
       "      'duration': '2502',\n",
       "      'polyline': '113.511944,23.473459;113.511285,23.473264;113.511285,23.473264;113.510265,23.472943;113.509523,23.472682;113.508203,23.472122;113.507847,23.471944;113.507847,23.471944;113.50776,23.471901;113.50776,23.471901;113.506823,23.471419;113.506823,23.471419;113.505334,23.470642;113.505334,23.470642;113.504918,23.470417;113.504918,23.470417;113.503503,23.469696;113.503503,23.469696;113.502773,23.469314;113.502773,23.469314;113.501849,23.468832;113.501849,23.468832;113.501076,23.468424;113.500851,23.46829;113.500421,23.467995;113.50013,23.467747;113.50013,23.467747;113.499813,23.467413;113.499544,23.467096;113.499544,23.467096;113.499332,23.46678;113.499093,23.466341;113.499093,23.466341;113.498477,23.465056;113.498477,23.465056;113.498437,23.464965;113.498437,23.464965;113.497543,23.463077;113.497543,23.463077;113.496723,23.461376;113.496554,23.461068;113.496302,23.46069;113.496302,23.46069;113.49615,23.460486;113.49615,23.460486;113.496029,23.460334;113.496029,23.460334;113.495243,23.459384;113.495243,23.459384;113.494883,23.458963;113.494883,23.458963;113.494362,23.458346;113.494362,23.458346;113.49411,23.458034;113.49411,23.458034;113.494019,23.457921;113.494019,23.457921;113.493715,23.457496;113.493715,23.457496;113.493555,23.457261;113.493555,23.457261;113.493411,23.457027;113.493411,23.457027;113.493203,23.456654;113.493008,23.456259;113.492695,23.455512;113.492496,23.454891;113.492188,23.453681',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从南路辅路向南步行1228米向左前方行走',\n",
       "      'orientation': '南',\n",
       "      'road': '广从南路辅路',\n",
       "      'distance': '1228',\n",
       "      'duration': '982',\n",
       "      'polyline': '113.492188,23.453676;113.492083,23.453555;113.491923,23.452882;113.491862,23.452591;113.491862,23.452591;113.491762,23.452144;113.491762,23.452144;113.49174,23.452036;113.49174,23.452036;113.491593,23.451398;113.491593,23.451398;113.491489,23.450955;113.491489,23.450955;113.491328,23.450256;113.491328,23.450256;113.491298,23.450126;113.491298,23.450126;113.491146,23.449401;113.491146,23.449401;113.490747,23.447574;113.490747,23.447574;113.490664,23.447196;113.490664,23.447196;113.490634,23.447049;113.490634,23.447049;113.490495,23.446497;113.490495,23.446497;113.490443,23.446233;113.490443,23.446233;113.490404,23.446094;113.490404,23.446094;113.490152,23.444961;113.490152,23.444961;113.489931,23.443876;113.489931,23.443876;113.489757,23.443073;113.489757,23.443073;113.489688,23.442773',\n",
       "      'action': '向左前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从南路辅路向南步行19米向右前方行走',\n",
       "      'orientation': '南',\n",
       "      'road': '广从南路辅路',\n",
       "      'distance': '19',\n",
       "      'duration': '15',\n",
       "      'polyline': '113.489683,23.442769;113.489735,23.4426',\n",
       "      'action': '向右前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从南路向西南步行1230米向右前方行走',\n",
       "      'orientation': '西南',\n",
       "      'road': '广从南路',\n",
       "      'distance': '1230',\n",
       "      'duration': '984',\n",
       "      'polyline': '113.489735,23.442595;113.489579,23.441823;113.489579,23.441823;113.489475,23.441367;113.489475,23.441367;113.489236,23.440299;113.489236,23.440299;113.489093,23.4398;113.488893,23.439301;113.488893,23.439301;113.488741,23.438967;113.488451,23.438442;113.488095,23.437943;113.487765,23.437556;113.487765,23.437556;113.487496,23.437279;113.487496,23.437279;113.48701,23.436819;113.48701,23.436819;113.486016,23.435851;113.486016,23.435851;113.485729,23.435582;113.485729,23.435582;113.485499,23.435373;113.485499,23.435373;113.485417,23.435282;113.485417,23.435282;113.485148,23.43503;113.485148,23.43503;113.484032,23.434019;113.484032,23.434019;113.483806,23.433815;113.483806,23.433815;113.483537,23.433589;113.483537,23.433589;113.483446,23.433524;113.483446,23.433524;113.483394,23.433485',\n",
       "      'action': '向右前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从南路辅路向西南步行484米右转',\n",
       "      'orientation': '西南',\n",
       "      'road': '广从南路辅路',\n",
       "      'distance': '484',\n",
       "      'duration': '387',\n",
       "      'polyline': '113.48339,23.433481;113.483116,23.433359;113.483116,23.433359;113.482921,23.433255;113.482639,23.433051;113.482639,23.433051;113.482109,23.432613;113.482109,23.432613;113.481463,23.432057;113.481463,23.432057;113.481363,23.431979;113.481363,23.431979;113.480686,23.431367;113.480686,23.431367;113.480564,23.431211;113.480564,23.431211;113.480434,23.431059;113.480434,23.431059;113.480317,23.430916;113.480317,23.430916;113.480052,23.430538;113.480052,23.430538;113.48,23.430456',\n",
       "      'action': '右转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿太平西路向西步行26米左转',\n",
       "      'orientation': '西',\n",
       "      'road': '太平西路',\n",
       "      'distance': '26',\n",
       "      'duration': '21',\n",
       "      'polyline': '113.479996,23.430451;113.479748,23.430516',\n",
       "      'action': '左转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从南路辅路步行443米向左前方行走',\n",
       "      'orientation': [],\n",
       "      'road': '广从南路辅路',\n",
       "      'distance': '443',\n",
       "      'duration': '354',\n",
       "      'polyline': '113.479744,23.430516;113.479826,23.430447;113.479839,23.430308;113.479839,23.430308;113.4798,23.430139;113.4798,23.430139;113.479366,23.429405;113.478785,23.428385;113.478785,23.428385;113.478481,23.427843;113.478481,23.427843;113.478099,23.427201;113.477951,23.426975',\n",
       "      'action': '向左前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从南路辅路向南步行74米直行',\n",
       "      'orientation': '南',\n",
       "      'road': '广从南路辅路',\n",
       "      'distance': '74',\n",
       "      'duration': '59',\n",
       "      'polyline': '113.477947,23.42697;113.477726,23.426328',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从南路向西南步行332米直行',\n",
       "      'orientation': '西南',\n",
       "      'road': '广从南路',\n",
       "      'distance': '332',\n",
       "      'duration': '266',\n",
       "      'polyline': '113.477721,23.426324;113.477695,23.426259;113.477695,23.426259;113.477595,23.426037;113.476832,23.424761;113.476832,23.424761;113.476345,23.42395;113.476345,23.42395;113.476176,23.423672',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从公路向西南步行5184米',\n",
       "      'orientation': '西南',\n",
       "      'road': '广从公路',\n",
       "      'distance': '5184',\n",
       "      'duration': '4147',\n",
       "      'polyline': '113.476172,23.423668;113.475825,23.42309;113.475825,23.42309;113.475681,23.422843;113.475681,23.422843;113.475321,23.422248;113.475321,23.422248;113.47497,23.421667;113.47497,23.421667;113.474826,23.421419;113.474826,23.421419;113.474618,23.421089;113.474618,23.421089;113.474284,23.420525;113.474284,23.420525;113.47395,23.419957;113.47395,23.419957;113.473741,23.419701;113.473741,23.419701;113.473633,23.419579;113.473633,23.419579;113.47342,23.419319;113.47342,23.419319;113.47329,23.419167;113.47329,23.419167;113.473255,23.419132;113.473255,23.419132;113.472977,23.418832;113.472977,23.418832;113.472886,23.418741;113.472886,23.418741;113.472565,23.418451;113.472565,23.418451;113.471033,23.417179;113.47049,23.416758;113.469935,23.416293;113.468563,23.415109;113.467409,23.414128;113.467409,23.414128;113.466562,23.413438;113.466562,23.413438;113.466259,23.413181;113.466259,23.413181;113.465577,23.412617;113.465577,23.412617;113.464983,23.412096;113.464983,23.412096;113.464501,23.411697;113.464501,23.411697;113.464058,23.411354;113.464058,23.411354;113.463754,23.411111;113.463754,23.411111;113.46342,23.41082;113.46342,23.41082;113.462886,23.410378;113.462886,23.410378;113.461862,23.409527;113.461862,23.409527;113.461619,23.409323;113.461619,23.409323;113.461467,23.409197;113.461467,23.409197;113.460816,23.408646;113.460655,23.408533;113.460655,23.408533;113.459987,23.407704;113.459987,23.407704;113.4599,23.407604;113.4599,23.407604;113.458589,23.405911;113.458589,23.405911;113.457591,23.404709;113.457591,23.404709;113.457292,23.404336;113.457292,23.404336;113.457031,23.404002;113.457031,23.404002;113.456927,23.403863;113.456927,23.403863;113.456523,23.403342;113.456523,23.403342;113.455981,23.402652;113.455981,23.402652;113.455586,23.402096;113.455586,23.402096;113.455395,23.401836;113.455395,23.401836;113.455226,23.401615;113.455226,23.401615;113.455187,23.401563;113.455187,23.401563;113.454891,23.401163;113.454891,23.401163;113.454553,23.400703;113.454553,23.400703;113.454201,23.400208;113.454201,23.400208;113.454049,23.400009;113.454049,23.400009;113.453355,23.398919;113.453355,23.398919;113.452752,23.397973;113.452752,23.397973;113.452691,23.397882;113.452691,23.397882;113.452609,23.397743;113.452609,23.397743;113.452439,23.397452;113.452439,23.397452;113.452027,23.39674;113.452027,23.39674;113.451141,23.395243;113.451141,23.395243;113.450898,23.394835;113.450898,23.394835;113.450417,23.394036;113.450417,23.394036;113.45023,23.393715;113.45023,23.393715;113.449748,23.392925;113.449748,23.392925;113.44944,23.392487;113.449206,23.392187;113.448893,23.39184;113.448594,23.391554;113.448594,23.391554;113.448268,23.391263;113.447869,23.390951;113.447869,23.390951;113.447222,23.390534;113.446879,23.390343;113.446549,23.390187;113.446549,23.390187;113.446055,23.389974;113.446055,23.389974;113.445399,23.389744;113.443164,23.389049',\n",
       "      'action': [],\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从公路辅路向西南步行942米直行',\n",
       "      'orientation': '西南',\n",
       "      'road': '广从公路辅路',\n",
       "      'distance': '942',\n",
       "      'duration': '754',\n",
       "      'polyline': '113.44316,23.389045;113.442773,23.388989;113.442773,23.388989;113.442439,23.388902;113.441944,23.388741;113.440898,23.388268;113.440898,23.388268;113.440135,23.387899;113.440135,23.387899;113.439358,23.387535;113.439358,23.387535;113.438663,23.387187;113.438663,23.387187;113.437691,23.386714;113.437691,23.386714;113.436128,23.385964;113.435595,23.38569;113.435595,23.38569;113.435109,23.385438;113.434931,23.38526',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从公路向西步行2042米直行',\n",
       "      'orientation': '西',\n",
       "      'road': '广从公路',\n",
       "      'distance': '2042',\n",
       "      'duration': '1634',\n",
       "      'polyline': '113.434926,23.385256;113.434479,23.385078;113.434479,23.385078;113.434062,23.384944;113.43372,23.384852;113.43372,23.384852;113.433472,23.384809;113.433472,23.384809;113.432969,23.384744;113.432969,23.384744;113.432682,23.384731;113.432682,23.384731;113.4323,23.384718;113.4323,23.384718;113.432018,23.384714;113.432018,23.384714;113.431276,23.384692;113.431276,23.384692;113.430742,23.384679;113.430742,23.384679;113.430269,23.38467;113.430269,23.38467;113.429514,23.384657;113.429514,23.384657;113.428898,23.384644;113.428898,23.384644;113.428589,23.38464;113.428589,23.38464;113.427643,23.384614;113.427643,23.384614;113.427348,23.384609;113.427348,23.384609;113.427079,23.384605;113.427079,23.384605;113.426914,23.384605;113.426914,23.384605;113.426745,23.384601;113.426745,23.384601;113.426393,23.384588;113.426393,23.384588;113.426241,23.384588;113.426241,23.384588;113.425981,23.384583;113.425981,23.384583;113.425417,23.384566;113.425417,23.384566;113.425152,23.384557;113.425152,23.384557;113.424358,23.38451;113.424358,23.38451;113.423924,23.384453;113.423924,23.384453;113.423168,23.38431;113.423168,23.38431;113.423043,23.384284;113.423043,23.384284;113.422717,23.384201;113.422717,23.384201;113.422305,23.384102;113.422305,23.384102;113.421593,23.383906;113.421593,23.383906;113.420582,23.383633;113.420582,23.383633;113.419666,23.383381;113.419666,23.383381;113.418498,23.383069;113.418498,23.383069;113.418108,23.382964;113.418108,23.382964;113.417964,23.382921;113.417964,23.382921;113.416988,23.382652;113.416988,23.382652;113.41671,23.382582;113.41671,23.382582;113.416467,23.382517;113.416467,23.382517;113.415972,23.382383;113.415972,23.382383;113.4152,23.382174',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从公路辅路向西步行513米右转',\n",
       "      'orientation': '西',\n",
       "      'road': '广从公路辅路',\n",
       "      'distance': '513',\n",
       "      'duration': '410',\n",
       "      'polyline': '113.415195,23.38217;113.415035,23.382179;113.414913,23.382157;113.414913,23.382157;113.414796,23.382131;113.414796,23.382131;113.411363,23.381237;113.411363,23.381237;113.410998,23.381146;113.410998,23.381146;113.410347,23.380964',\n",
       "      'action': '右转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿福龙路向西北步行1094米直行',\n",
       "      'orientation': '西北',\n",
       "      'road': '福龙路',\n",
       "      'distance': '1094',\n",
       "      'duration': '875',\n",
       "      'polyline': '113.410343,23.380959;113.410334,23.381011;113.410334,23.381011;113.410265,23.381211;113.410265,23.381211;113.410135,23.381623;113.410135,23.381623;113.41003,23.381944;113.41003,23.381944;113.409913,23.382257;113.409913,23.382257;113.409813,23.382526;113.40974,23.382648;113.40974,23.382648;113.40967,23.382713;113.409579,23.38276;113.409579,23.38276;113.408251,23.383364;113.408251,23.383364;113.407917,23.383507;113.407917,23.383507;113.407665,23.38362;113.407665,23.38362;113.407326,23.383772;113.407326,23.383772;113.40678,23.384015;113.40678,23.384015;113.406619,23.384093;113.406619,23.384093;113.406289,23.38424;113.406289,23.38424;113.405564,23.384579;113.405564,23.384579;113.405299,23.38464;113.405109,23.384757;113.4049,23.384857;113.4049,23.384857;113.40477,23.384905;113.40477,23.384905;113.404536,23.385013;113.404536,23.385013;113.403299,23.385569;113.403299,23.385569;113.402934,23.385738;113.402934,23.385738;113.40214,23.386107;113.402027,23.386133;113.402027,23.386133;113.401775,23.38615',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿钟车路向西北步行1069米向左前方行走',\n",
       "      'orientation': '西北',\n",
       "      'road': '钟车路',\n",
       "      'distance': '1069',\n",
       "      'duration': '855',\n",
       "      'polyline': '113.401771,23.38615;113.401415,23.386211;113.401141,23.386233;113.401141,23.386233;113.400799,23.386276;113.400299,23.386385;113.399735,23.386563;113.399735,23.386563;113.399262,23.38674;113.398121,23.387326;113.398121,23.387326;113.397652,23.387561;113.397652,23.387561;113.396753,23.388121;113.396753,23.388121;113.39612,23.388511;113.39612,23.388511;113.395543,23.388859;113.395135,23.389128;113.394692,23.389444;113.394692,23.389444;113.394457,23.389622;113.394457,23.389622;113.392886,23.390764;113.392886,23.390764;113.392756,23.390855',\n",
       "      'action': '向左前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿龙岗双龙路向西步行178米向右前方行走',\n",
       "      'orientation': '西',\n",
       "      'road': '龙岗双龙路',\n",
       "      'distance': '178',\n",
       "      'duration': '142',\n",
       "      'polyline': '113.392752,23.390855;113.392092,23.390846;113.391949,23.390868;113.391949,23.390868;113.391007,23.390851',\n",
       "      'action': '向右前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿龙岗双龙路向西步行701米右转',\n",
       "      'orientation': '西',\n",
       "      'road': '龙岗双龙路',\n",
       "      'distance': '701',\n",
       "      'duration': '561',\n",
       "      'polyline': '113.391003,23.390846;113.390942,23.390872;113.390942,23.390872;113.390122,23.390907;113.390122,23.390907;113.389536,23.390937;113.389536,23.390937;113.387674,23.391098;113.387674,23.391098;113.387383,23.391124;113.387383,23.391124;113.387157,23.391146;113.387157,23.391146;113.386385,23.391259;113.386385,23.391259;113.386215,23.391298;113.385768,23.39145;113.38556,23.391541;113.385386,23.391641;113.384922,23.391936;113.384484,23.392305',\n",
       "      'action': '右转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '向东北步行18米到达目的地',\n",
       "      'orientation': '东北',\n",
       "      'road': [],\n",
       "      'distance': '18',\n",
       "      'duration': '14',\n",
       "      'polyline': '113.384479,23.392305;113.384579,23.392352;113.384579,23.392352;113.38464,23.392387',\n",
       "      'action': [],\n",
       "      'assistant_action': '到达目的地',\n",
       "      'walk_type': '0'}]}]}}"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "walk(my_key,origin=results_起始点,destination=results_终点)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>instruction</th>\n",
       "      <th>orientation</th>\n",
       "      <th>road</th>\n",
       "      <th>distance</th>\n",
       "      <th>duration</th>\n",
       "      <th>polyline</th>\n",
       "      <th>action</th>\n",
       "      <th>assistant_action</th>\n",
       "      <th>walk_type</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>向东步行101米右转</td>\n",
       "      <td>东</td>\n",
       "      <td>[]</td>\n",
       "      <td>101</td>\n",
       "      <td>81</td>\n",
       "      <td>113.679592,23.632491;113.680586,23.632522</td>\n",
       "      <td>右转</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>向南步行199米向右前方行走</td>\n",
       "      <td>南</td>\n",
       "      <td>[]</td>\n",
       "      <td>199</td>\n",
       "      <td>159</td>\n",
       "      <td>113.680586,23.632522;113.680638,23.63214;113.6...</td>\n",
       "      <td>向右前方行走</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>向西步行159米左转</td>\n",
       "      <td>西</td>\n",
       "      <td>[]</td>\n",
       "      <td>159</td>\n",
       "      <td>127</td>\n",
       "      <td>113.680204,23.630838;113.680035,23.630773;113....</td>\n",
       "      <td>左转</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>向南步行237米左转</td>\n",
       "      <td>南</td>\n",
       "      <td>[]</td>\n",
       "      <td>237</td>\n",
       "      <td>190</td>\n",
       "      <td>113.678711,23.63036;113.678711,23.62934;113.67...</td>\n",
       "      <td>左转</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>向南步行498米向右前方行走</td>\n",
       "      <td>南</td>\n",
       "      <td>[]</td>\n",
       "      <td>498</td>\n",
       "      <td>398</td>\n",
       "      <td>113.678273,23.628368;113.678572,23.628338;113....</td>\n",
       "      <td>向右前方行走</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>向西南步行722米左转</td>\n",
       "      <td>西南</td>\n",
       "      <td>[]</td>\n",
       "      <td>722</td>\n",
       "      <td>578</td>\n",
       "      <td>113.678572,23.624653;113.678559,23.62451;113.6...</td>\n",
       "      <td>左转</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>向东南步行412米向右前方行走</td>\n",
       "      <td>东南</td>\n",
       "      <td>[]</td>\n",
       "      <td>412</td>\n",
       "      <td>330</td>\n",
       "      <td>113.675239,23.620009;113.67549,23.620013;113.6...</td>\n",
       "      <td>向右前方行走</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>沿乌土街向南步行1381米右转</td>\n",
       "      <td>南</td>\n",
       "      <td>乌土街</td>\n",
       "      <td>1381</td>\n",
       "      <td>1105</td>\n",
       "      <td>113.678181,23.617652;113.678095,23.617205;113....</td>\n",
       "      <td>右转</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>沿乌土街向西南步行165米直行</td>\n",
       "      <td>西南</td>\n",
       "      <td>乌土街</td>\n",
       "      <td>165</td>\n",
       "      <td>132</td>\n",
       "      <td>113.677535,23.605668;113.676988,23.605373;113....</td>\n",
       "      <td>直行</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>沿934县道向西步行118米直行</td>\n",
       "      <td>西</td>\n",
       "      <td>934县道</td>\n",
       "      <td>118</td>\n",
       "      <td>94</td>\n",
       "      <td>113.676159,23.604883;113.675799,23.604805;113....</td>\n",
       "      <td>直行</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>沿桃园东路向西南步行674米向右前方行走</td>\n",
       "      <td>西南</td>\n",
       "      <td>桃园东路</td>\n",
       "      <td>674</td>\n",
       "      <td>539</td>\n",
       "      <td>113.675009,23.604735;113.674236,23.604683;113....</td>\n",
       "      <td>向右前方行走</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>沿桃园东路向西南步行247米直行</td>\n",
       "      <td>西南</td>\n",
       "      <td>桃园东路</td>\n",
       "      <td>247</td>\n",
       "      <td>198</td>\n",
       "      <td>113.669714,23.601897;113.66964,23.601771;113.6...</td>\n",
       "      <td>直行</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>沿桃园西路向西南步行2775米向右前方行走</td>\n",
       "      <td>西南</td>\n",
       "      <td>桃园西路</td>\n",
       "      <td>2775</td>\n",
       "      <td>2220</td>\n",
       "      <td>113.667943,23.600412;113.667331,23.600139;113....</td>\n",
       "      <td>向右前方行走</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>沿石海工业大道向西南步行1838米直行</td>\n",
       "      <td>西南</td>\n",
       "      <td>石海工业大道</td>\n",
       "      <td>1838</td>\n",
       "      <td>1470</td>\n",
       "      <td>113.656406,23.579358;113.656055,23.57931;113.6...</td>\n",
       "      <td>直行</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>沿政通路向西南步行2161米直行</td>\n",
       "      <td>西南</td>\n",
       "      <td>政通路</td>\n",
       "      <td>2161</td>\n",
       "      <td>1729</td>\n",
       "      <td>113.641432,23.570816;113.641168,23.570525;113....</td>\n",
       "      <td>直行</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>沿灌村路向西步行781米左转</td>\n",
       "      <td>西</td>\n",
       "      <td>灌村路</td>\n",
       "      <td>781</td>\n",
       "      <td>625</td>\n",
       "      <td>113.624983,23.562361;113.624431,23.562183;113....</td>\n",
       "      <td>左转</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>沿环市东路向西南步行1583米</td>\n",
       "      <td>西南</td>\n",
       "      <td>环市东路</td>\n",
       "      <td>1583</td>\n",
       "      <td>1266</td>\n",
       "      <td>113.618247,23.559887;113.617626,23.559271;113....</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>沿环市东路向南步行1626米右转</td>\n",
       "      <td>南</td>\n",
       "      <td>环市东路</td>\n",
       "      <td>1626</td>\n",
       "      <td>1301</td>\n",
       "      <td>113.608967,23.548637;113.608707,23.548247;113....</td>\n",
       "      <td>右转</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>沿从樟一路向西步行14米左转</td>\n",
       "      <td>西</td>\n",
       "      <td>从樟一路</td>\n",
       "      <td>14</td>\n",
       "      <td>11</td>\n",
       "      <td>113.608867,23.534219;113.608737,23.534223</td>\n",
       "      <td>左转</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>沿环市东路向西南步行1098米向右前方行走</td>\n",
       "      <td>西南</td>\n",
       "      <td>环市东路</td>\n",
       "      <td>1098</td>\n",
       "      <td>878</td>\n",
       "      <td>113.608733,23.534223;113.608242,23.53299;113.6...</td>\n",
       "      <td>向右前方行走</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>步行24米左转</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>24</td>\n",
       "      <td>19</td>\n",
       "      <td>113.603138,23.526228;113.602908,23.526289</td>\n",
       "      <td>左转</td>\n",
       "      <td>[]</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>沿环市东路步行79米向右前方行走</td>\n",
       "      <td>[]</td>\n",
       "      <td>环市东路</td>\n",
       "      <td>79</td>\n",
       "      <td>63</td>\n",
       "      <td>113.602904,23.526289;113.602886,23.526141;113....</td>\n",
       "      <td>向右前方行走</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>沿从城大道步行52米左转</td>\n",
       "      <td>[]</td>\n",
       "      <td>从城大道</td>\n",
       "      <td>52</td>\n",
       "      <td>42</td>\n",
       "      <td>113.602652,23.525616;113.602448,23.52549;113.6...</td>\n",
       "      <td>左转</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>步行31米右转</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>31</td>\n",
       "      <td>25</td>\n",
       "      <td>113.602201,23.525386;113.60227,23.525109</td>\n",
       "      <td>右转</td>\n",
       "      <td>[]</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>沿环市东路向西南步行21米向右前方行走</td>\n",
       "      <td>西南</td>\n",
       "      <td>环市东路</td>\n",
       "      <td>21</td>\n",
       "      <td>17</td>\n",
       "      <td>113.60227,23.525104;113.602153,23.524944</td>\n",
       "      <td>向右前方行走</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>步行39米左转</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>39</td>\n",
       "      <td>31</td>\n",
       "      <td>113.602148,23.524939;113.601771,23.52487</td>\n",
       "      <td>左转</td>\n",
       "      <td>[]</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>沿从城大道向南步行44米向右前方行走</td>\n",
       "      <td>南</td>\n",
       "      <td>从城大道</td>\n",
       "      <td>44</td>\n",
       "      <td>35</td>\n",
       "      <td>113.601766,23.524865;113.60178,23.524722;113.6...</td>\n",
       "      <td>向右前方行走</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>沿广从公路向西步行1988米</td>\n",
       "      <td>西</td>\n",
       "      <td>广从公路</td>\n",
       "      <td>1988</td>\n",
       "      <td>1590</td>\n",
       "      <td>113.60178,23.524453;113.601602,23.524219;113.6...</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>沿广从公路向西南步行1641米</td>\n",
       "      <td>西南</td>\n",
       "      <td>广从公路</td>\n",
       "      <td>1641</td>\n",
       "      <td>1313</td>\n",
       "      <td>113.58424,23.518368;113.582973,23.517313;113.5...</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>沿广从公路向西南步行4522米直行</td>\n",
       "      <td>西南</td>\n",
       "      <td>广从公路</td>\n",
       "      <td>4522</td>\n",
       "      <td>3618</td>\n",
       "      <td>113.57092,23.510256;113.57066,23.509974;113.57...</td>\n",
       "      <td>直行</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>沿广从北路向西南步行337米直行</td>\n",
       "      <td>西南</td>\n",
       "      <td>广从北路</td>\n",
       "      <td>337</td>\n",
       "      <td>270</td>\n",
       "      <td>113.534431,23.488928;113.533663,23.488628;113....</td>\n",
       "      <td>直行</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>沿广从北路辅路向西南步行369米直行</td>\n",
       "      <td>西南</td>\n",
       "      <td>广从北路辅路</td>\n",
       "      <td>369</td>\n",
       "      <td>295</td>\n",
       "      <td>113.531597,23.487352;113.531398,23.48727;113.5...</td>\n",
       "      <td>直行</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>沿广从南路辅路向西南步行343米直行</td>\n",
       "      <td>西南</td>\n",
       "      <td>广从南路辅路</td>\n",
       "      <td>343</td>\n",
       "      <td>274</td>\n",
       "      <td>113.529297,23.484796;113.529054,23.484492;113....</td>\n",
       "      <td>直行</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>沿广从南路向西南步行268米向右前方行走</td>\n",
       "      <td>西南</td>\n",
       "      <td>广从南路</td>\n",
       "      <td>268</td>\n",
       "      <td>214</td>\n",
       "      <td>113.527418,23.482231;113.526241,23.48069;113.5...</td>\n",
       "      <td>向右前方行走</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>沿广从南路向西南步行885米</td>\n",
       "      <td>西南</td>\n",
       "      <td>广从南路</td>\n",
       "      <td>885</td>\n",
       "      <td>708</td>\n",
       "      <td>113.525907,23.480243;113.525903,23.480243;113....</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>沿广从南路辅路向西步行755米直行</td>\n",
       "      <td>西</td>\n",
       "      <td>广从南路辅路</td>\n",
       "      <td>755</td>\n",
       "      <td>604</td>\n",
       "      <td>113.51895,23.475668;113.518589,23.475651;113.5...</td>\n",
       "      <td>直行</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>沿广从南路向西南步行3128米直行</td>\n",
       "      <td>西南</td>\n",
       "      <td>广从南路</td>\n",
       "      <td>3128</td>\n",
       "      <td>2502</td>\n",
       "      <td>113.511944,23.473459;113.511285,23.473264;113....</td>\n",
       "      <td>直行</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>沿广从南路辅路向南步行1228米向左前方行走</td>\n",
       "      <td>南</td>\n",
       "      <td>广从南路辅路</td>\n",
       "      <td>1228</td>\n",
       "      <td>982</td>\n",
       "      <td>113.492188,23.453676;113.492083,23.453555;113....</td>\n",
       "      <td>向左前方行走</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>沿广从南路辅路向南步行19米向右前方行走</td>\n",
       "      <td>南</td>\n",
       "      <td>广从南路辅路</td>\n",
       "      <td>19</td>\n",
       "      <td>15</td>\n",
       "      <td>113.489683,23.442769;113.489735,23.4426</td>\n",
       "      <td>向右前方行走</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>沿广从南路向西南步行1230米向右前方行走</td>\n",
       "      <td>西南</td>\n",
       "      <td>广从南路</td>\n",
       "      <td>1230</td>\n",
       "      <td>984</td>\n",
       "      <td>113.489735,23.442595;113.489579,23.441823;113....</td>\n",
       "      <td>向右前方行走</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>沿广从南路辅路向西南步行484米右转</td>\n",
       "      <td>西南</td>\n",
       "      <td>广从南路辅路</td>\n",
       "      <td>484</td>\n",
       "      <td>387</td>\n",
       "      <td>113.48339,23.433481;113.483116,23.433359;113.4...</td>\n",
       "      <td>右转</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>沿太平西路向西步行26米左转</td>\n",
       "      <td>西</td>\n",
       "      <td>太平西路</td>\n",
       "      <td>26</td>\n",
       "      <td>21</td>\n",
       "      <td>113.479996,23.430451;113.479748,23.430516</td>\n",
       "      <td>左转</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>沿广从南路辅路步行443米向左前方行走</td>\n",
       "      <td>[]</td>\n",
       "      <td>广从南路辅路</td>\n",
       "      <td>443</td>\n",
       "      <td>354</td>\n",
       "      <td>113.479744,23.430516;113.479826,23.430447;113....</td>\n",
       "      <td>向左前方行走</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>沿广从南路辅路向南步行74米直行</td>\n",
       "      <td>南</td>\n",
       "      <td>广从南路辅路</td>\n",
       "      <td>74</td>\n",
       "      <td>59</td>\n",
       "      <td>113.477947,23.42697;113.477726,23.426328</td>\n",
       "      <td>直行</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>沿广从南路向西南步行332米直行</td>\n",
       "      <td>西南</td>\n",
       "      <td>广从南路</td>\n",
       "      <td>332</td>\n",
       "      <td>266</td>\n",
       "      <td>113.477721,23.426324;113.477695,23.426259;113....</td>\n",
       "      <td>直行</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>沿广从公路向西南步行5184米</td>\n",
       "      <td>西南</td>\n",
       "      <td>广从公路</td>\n",
       "      <td>5184</td>\n",
       "      <td>4147</td>\n",
       "      <td>113.476172,23.423668;113.475825,23.42309;113.4...</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>沿广从公路辅路向西南步行942米直行</td>\n",
       "      <td>西南</td>\n",
       "      <td>广从公路辅路</td>\n",
       "      <td>942</td>\n",
       "      <td>754</td>\n",
       "      <td>113.44316,23.389045;113.442773,23.388989;113.4...</td>\n",
       "      <td>直行</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>沿广从公路向西步行2042米直行</td>\n",
       "      <td>西</td>\n",
       "      <td>广从公路</td>\n",
       "      <td>2042</td>\n",
       "      <td>1634</td>\n",
       "      <td>113.434926,23.385256;113.434479,23.385078;113....</td>\n",
       "      <td>直行</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>沿广从公路辅路向西步行513米右转</td>\n",
       "      <td>西</td>\n",
       "      <td>广从公路辅路</td>\n",
       "      <td>513</td>\n",
       "      <td>410</td>\n",
       "      <td>113.415195,23.38217;113.415035,23.382179;113.4...</td>\n",
       "      <td>右转</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>沿福龙路向西北步行1094米直行</td>\n",
       "      <td>西北</td>\n",
       "      <td>福龙路</td>\n",
       "      <td>1094</td>\n",
       "      <td>875</td>\n",
       "      <td>113.410343,23.380959;113.410334,23.381011;113....</td>\n",
       "      <td>直行</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>沿钟车路向西北步行1069米向左前方行走</td>\n",
       "      <td>西北</td>\n",
       "      <td>钟车路</td>\n",
       "      <td>1069</td>\n",
       "      <td>855</td>\n",
       "      <td>113.401771,23.38615;113.401415,23.386211;113.4...</td>\n",
       "      <td>向左前方行走</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>沿龙岗双龙路向西步行178米向右前方行走</td>\n",
       "      <td>西</td>\n",
       "      <td>龙岗双龙路</td>\n",
       "      <td>178</td>\n",
       "      <td>142</td>\n",
       "      <td>113.392752,23.390855;113.392092,23.390846;113....</td>\n",
       "      <td>向右前方行走</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>沿龙岗双龙路向西步行701米右转</td>\n",
       "      <td>西</td>\n",
       "      <td>龙岗双龙路</td>\n",
       "      <td>701</td>\n",
       "      <td>561</td>\n",
       "      <td>113.391003,23.390846;113.390942,23.390872;113....</td>\n",
       "      <td>右转</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>向东北步行18米到达目的地</td>\n",
       "      <td>东北</td>\n",
       "      <td>[]</td>\n",
       "      <td>18</td>\n",
       "      <td>14</td>\n",
       "      <td>113.384479,23.392305;113.384579,23.392352;113....</td>\n",
       "      <td>[]</td>\n",
       "      <td>到达目的地</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "               instruction orientation    road distance duration  \\\n",
       "0               向东步行101米右转           东      []      101       81   \n",
       "1           向南步行199米向右前方行走           南      []      199      159   \n",
       "2               向西步行159米左转           西      []      159      127   \n",
       "3               向南步行237米左转           南      []      237      190   \n",
       "4           向南步行498米向右前方行走           南      []      498      398   \n",
       "5              向西南步行722米左转          西南      []      722      578   \n",
       "6          向东南步行412米向右前方行走          东南      []      412      330   \n",
       "7          沿乌土街向南步行1381米右转           南     乌土街     1381     1105   \n",
       "8          沿乌土街向西南步行165米直行          西南     乌土街      165      132   \n",
       "9         沿934县道向西步行118米直行           西   934县道      118       94   \n",
       "10    沿桃园东路向西南步行674米向右前方行走          西南    桃园东路      674      539   \n",
       "11        沿桃园东路向西南步行247米直行          西南    桃园东路      247      198   \n",
       "12   沿桃园西路向西南步行2775米向右前方行走          西南    桃园西路     2775     2220   \n",
       "13     沿石海工业大道向西南步行1838米直行          西南  石海工业大道     1838     1470   \n",
       "14        沿政通路向西南步行2161米直行          西南     政通路     2161     1729   \n",
       "15          沿灌村路向西步行781米左转           西     灌村路      781      625   \n",
       "16         沿环市东路向西南步行1583米          西南    环市东路     1583     1266   \n",
       "17        沿环市东路向南步行1626米右转           南    环市东路     1626     1301   \n",
       "18          沿从樟一路向西步行14米左转           西    从樟一路       14       11   \n",
       "19   沿环市东路向西南步行1098米向右前方行走          西南    环市东路     1098      878   \n",
       "20                 步行24米左转          []      []       24       19   \n",
       "21        沿环市东路步行79米向右前方行走          []    环市东路       79       63   \n",
       "22            沿从城大道步行52米左转          []    从城大道       52       42   \n",
       "23                 步行31米右转          []      []       31       25   \n",
       "24     沿环市东路向西南步行21米向右前方行走          西南    环市东路       21       17   \n",
       "25                 步行39米左转          []      []       39       31   \n",
       "26      沿从城大道向南步行44米向右前方行走           南    从城大道       44       35   \n",
       "27          沿广从公路向西步行1988米           西    广从公路     1988     1590   \n",
       "28         沿广从公路向西南步行1641米          西南    广从公路     1641     1313   \n",
       "29       沿广从公路向西南步行4522米直行          西南    广从公路     4522     3618   \n",
       "30        沿广从北路向西南步行337米直行          西南    广从北路      337      270   \n",
       "31      沿广从北路辅路向西南步行369米直行          西南  广从北路辅路      369      295   \n",
       "32      沿广从南路辅路向西南步行343米直行          西南  广从南路辅路      343      274   \n",
       "33    沿广从南路向西南步行268米向右前方行走          西南    广从南路      268      214   \n",
       "34          沿广从南路向西南步行885米          西南    广从南路      885      708   \n",
       "35       沿广从南路辅路向西步行755米直行           西  广从南路辅路      755      604   \n",
       "36       沿广从南路向西南步行3128米直行          西南    广从南路     3128     2502   \n",
       "37  沿广从南路辅路向南步行1228米向左前方行走           南  广从南路辅路     1228      982   \n",
       "38    沿广从南路辅路向南步行19米向右前方行走           南  广从南路辅路       19       15   \n",
       "39   沿广从南路向西南步行1230米向右前方行走          西南    广从南路     1230      984   \n",
       "40      沿广从南路辅路向西南步行484米右转          西南  广从南路辅路      484      387   \n",
       "41          沿太平西路向西步行26米左转           西    太平西路       26       21   \n",
       "42     沿广从南路辅路步行443米向左前方行走          []  广从南路辅路      443      354   \n",
       "43        沿广从南路辅路向南步行74米直行           南  广从南路辅路       74       59   \n",
       "44        沿广从南路向西南步行332米直行          西南    广从南路      332      266   \n",
       "45         沿广从公路向西南步行5184米          西南    广从公路     5184     4147   \n",
       "46      沿广从公路辅路向西南步行942米直行          西南  广从公路辅路      942      754   \n",
       "47        沿广从公路向西步行2042米直行           西    广从公路     2042     1634   \n",
       "48       沿广从公路辅路向西步行513米右转           西  广从公路辅路      513      410   \n",
       "49        沿福龙路向西北步行1094米直行          西北     福龙路     1094      875   \n",
       "50    沿钟车路向西北步行1069米向左前方行走          西北     钟车路     1069      855   \n",
       "51    沿龙岗双龙路向西步行178米向右前方行走           西   龙岗双龙路      178      142   \n",
       "52        沿龙岗双龙路向西步行701米右转           西   龙岗双龙路      701      561   \n",
       "53           向东北步行18米到达目的地          东北      []       18       14   \n",
       "\n",
       "                                             polyline  action  \\\n",
       "0           113.679592,23.632491;113.680586,23.632522      右转   \n",
       "1   113.680586,23.632522;113.680638,23.63214;113.6...  向右前方行走   \n",
       "2   113.680204,23.630838;113.680035,23.630773;113....      左转   \n",
       "3   113.678711,23.63036;113.678711,23.62934;113.67...      左转   \n",
       "4   113.678273,23.628368;113.678572,23.628338;113....  向右前方行走   \n",
       "5   113.678572,23.624653;113.678559,23.62451;113.6...      左转   \n",
       "6   113.675239,23.620009;113.67549,23.620013;113.6...  向右前方行走   \n",
       "7   113.678181,23.617652;113.678095,23.617205;113....      右转   \n",
       "8   113.677535,23.605668;113.676988,23.605373;113....      直行   \n",
       "9   113.676159,23.604883;113.675799,23.604805;113....      直行   \n",
       "10  113.675009,23.604735;113.674236,23.604683;113....  向右前方行走   \n",
       "11  113.669714,23.601897;113.66964,23.601771;113.6...      直行   \n",
       "12  113.667943,23.600412;113.667331,23.600139;113....  向右前方行走   \n",
       "13  113.656406,23.579358;113.656055,23.57931;113.6...      直行   \n",
       "14  113.641432,23.570816;113.641168,23.570525;113....      直行   \n",
       "15  113.624983,23.562361;113.624431,23.562183;113....      左转   \n",
       "16  113.618247,23.559887;113.617626,23.559271;113....      []   \n",
       "17  113.608967,23.548637;113.608707,23.548247;113....      右转   \n",
       "18          113.608867,23.534219;113.608737,23.534223      左转   \n",
       "19  113.608733,23.534223;113.608242,23.53299;113.6...  向右前方行走   \n",
       "20          113.603138,23.526228;113.602908,23.526289      左转   \n",
       "21  113.602904,23.526289;113.602886,23.526141;113....  向右前方行走   \n",
       "22  113.602652,23.525616;113.602448,23.52549;113.6...      左转   \n",
       "23           113.602201,23.525386;113.60227,23.525109      右转   \n",
       "24           113.60227,23.525104;113.602153,23.524944  向右前方行走   \n",
       "25           113.602148,23.524939;113.601771,23.52487      左转   \n",
       "26  113.601766,23.524865;113.60178,23.524722;113.6...  向右前方行走   \n",
       "27  113.60178,23.524453;113.601602,23.524219;113.6...      []   \n",
       "28  113.58424,23.518368;113.582973,23.517313;113.5...      []   \n",
       "29  113.57092,23.510256;113.57066,23.509974;113.57...      直行   \n",
       "30  113.534431,23.488928;113.533663,23.488628;113....      直行   \n",
       "31  113.531597,23.487352;113.531398,23.48727;113.5...      直行   \n",
       "32  113.529297,23.484796;113.529054,23.484492;113....      直行   \n",
       "33  113.527418,23.482231;113.526241,23.48069;113.5...  向右前方行走   \n",
       "34  113.525907,23.480243;113.525903,23.480243;113....      []   \n",
       "35  113.51895,23.475668;113.518589,23.475651;113.5...      直行   \n",
       "36  113.511944,23.473459;113.511285,23.473264;113....      直行   \n",
       "37  113.492188,23.453676;113.492083,23.453555;113....  向左前方行走   \n",
       "38            113.489683,23.442769;113.489735,23.4426  向右前方行走   \n",
       "39  113.489735,23.442595;113.489579,23.441823;113....  向右前方行走   \n",
       "40  113.48339,23.433481;113.483116,23.433359;113.4...      右转   \n",
       "41          113.479996,23.430451;113.479748,23.430516      左转   \n",
       "42  113.479744,23.430516;113.479826,23.430447;113....  向左前方行走   \n",
       "43           113.477947,23.42697;113.477726,23.426328      直行   \n",
       "44  113.477721,23.426324;113.477695,23.426259;113....      直行   \n",
       "45  113.476172,23.423668;113.475825,23.42309;113.4...      []   \n",
       "46  113.44316,23.389045;113.442773,23.388989;113.4...      直行   \n",
       "47  113.434926,23.385256;113.434479,23.385078;113....      直行   \n",
       "48  113.415195,23.38217;113.415035,23.382179;113.4...      右转   \n",
       "49  113.410343,23.380959;113.410334,23.381011;113....      直行   \n",
       "50  113.401771,23.38615;113.401415,23.386211;113.4...  向左前方行走   \n",
       "51  113.392752,23.390855;113.392092,23.390846;113....  向右前方行走   \n",
       "52  113.391003,23.390846;113.390942,23.390872;113....      右转   \n",
       "53  113.384479,23.392305;113.384579,23.392352;113....      []   \n",
       "\n",
       "   assistant_action walk_type  \n",
       "0                []         0  \n",
       "1                []         0  \n",
       "2                []         0  \n",
       "3                []         0  \n",
       "4                []         0  \n",
       "5                []         0  \n",
       "6                []         0  \n",
       "7                []         0  \n",
       "8                []         0  \n",
       "9                []         0  \n",
       "10               []         0  \n",
       "11               []         0  \n",
       "12               []         0  \n",
       "13               []         0  \n",
       "14               []         0  \n",
       "15               []         0  \n",
       "16               []         0  \n",
       "17               []         0  \n",
       "18               []         0  \n",
       "19               []         0  \n",
       "20               []         1  \n",
       "21               []         0  \n",
       "22               []         0  \n",
       "23               []         1  \n",
       "24               []         0  \n",
       "25               []         1  \n",
       "26               []         0  \n",
       "27               []         0  \n",
       "28               []         0  \n",
       "29               []         0  \n",
       "30               []         0  \n",
       "31               []         0  \n",
       "32               []         0  \n",
       "33               []         0  \n",
       "34               []         0  \n",
       "35               []         0  \n",
       "36               []         0  \n",
       "37               []         0  \n",
       "38               []         0  \n",
       "39               []         0  \n",
       "40               []         0  \n",
       "41               []         0  \n",
       "42               []         0  \n",
       "43               []         0  \n",
       "44               []         0  \n",
       "45               []         0  \n",
       "46               []         0  \n",
       "47               []         0  \n",
       "48               []         0  \n",
       "49               []         0  \n",
       "50               []         0  \n",
       "51               []         0  \n",
       "52               []         0  \n",
       "53            到达目的地         0  "
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pd.json_normalize(walk(my_key,origin=results_起始点,destination=results_终点)['route']['paths'][0]['steps'])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 2.2公交路径规划"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- 公交路径规划 API 可以规划综合各类公共（火车、公交、地铁）交通方式的通勤方案，并且返回通勤方案的数据。  \n",
    "- url:\"https://restapi.amap.com/v3/direction/transit/integrated?parameters\"  \n",
    "- requests.get()  \n",
    "- key,origin,destination,city"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 公交路径规划  \n",
    "def bus(key,origin,destination,city):\n",
    "    url_bus:\"https://restapi.amap.com/v3/direction/transit/integrated?parameters\"\n",
    "    params_bus = {\n",
    "        \"key\":key,\n",
    "        \"origin\":origin,\n",
    "        \"destination\":destination,\n",
    "        \"city\":city\n",
    "    }\n",
    "    r = requests.get(\"https://restapi.amap.com/v3/direction/transit/integrated?parameters\",params_bus)\n",
    "    results = r.json()\n",
    "    return results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'status': '1',\n",
       " 'info': 'OK',\n",
       " 'infocode': '10000',\n",
       " 'count': '5',\n",
       " 'route': {'origin': '113.679287,23.632575',\n",
       "  'destination': '113.384632,23.392457',\n",
       "  'distance': '51871',\n",
       "  'taxi_cost': '155',\n",
       "  'transits': [{'cost': '11.0',\n",
       "    'duration': '8973',\n",
       "    'nightflag': '0',\n",
       "    'walking_distance': '1704',\n",
       "    'distance': '53382',\n",
       "    'missed': '0',\n",
       "    'segments': [{'taxi': [],\n",
       "      'walking': {'origin': '113.679016,23.632349',\n",
       "       'destination': '113.676613,23.631285',\n",
       "       'distance': '513',\n",
       "       'duration': '439',\n",
       "       'steps': [{'instruction': '步行57米右转',\n",
       "         'road': [],\n",
       "         'distance': '57',\n",
       "         'duration': [],\n",
       "         'polyline': '113.679016,23.632349;113.678528,23.632097',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行47米向左前方行走',\n",
       "         'road': [],\n",
       "         'distance': '47',\n",
       "         'duration': [],\n",
       "         'polyline': '113.678528,23.632092;113.678398,23.632166;113.678101,23.632261',\n",
       "         'action': '向左前方行走',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行218米左转',\n",
       "         'road': [],\n",
       "         'distance': '218',\n",
       "         'duration': [],\n",
       "         'polyline': '113.678101,23.632261;113.677834,23.632261;113.677551,23.632200;113.677399,23.632179;113.677284,23.632200;113.677177,23.632244;113.677017,23.632357;113.676811,23.632534;113.676582,23.632778;113.676430,23.632904;113.676292,23.632969',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿博学路步行191米到达中大南方学院',\n",
       "         'road': '博学路',\n",
       "         'distance': '191',\n",
       "         'duration': [],\n",
       "         'polyline': '113.676285,23.632969;113.676292,23.632227;113.676338,23.631948;113.676430,23.631676;113.676491,23.631540;113.676613,23.631285',\n",
       "         'action': [],\n",
       "         'assistant_action': '到达中大南方学院'}]},\n",
       "      'bus': {'buslines': [{'departure_stop': {'name': '中大南方学院',\n",
       "          'id': '900000111141002',\n",
       "          'location': '113.676613,23.631281'},\n",
       "         'arrival_stop': {'name': '从化汽车站总站',\n",
       "          'id': '900000111141021',\n",
       "          'location': '113.599414,23.527556'},\n",
       "         'name': '从15路(中大南方学院--从化汽车站总站)',\n",
       "         'id': '900000111141',\n",
       "         'type': '普通公交线路',\n",
       "         'distance': '19692',\n",
       "         'duration': '3613',\n",
       "         'polyline': '113.676613,23.631281;113.676460,23.631588;113.676430,23.631672;113.676338,23.631945;113.676292,23.632223;113.676285,23.632969;113.676285,23.633560;113.676300,23.633738;113.676331,23.633875;113.676399,23.634016;113.676460,23.634111;113.676521,23.634193;113.676781,23.634409;113.676857,23.634357;113.676933,23.634340;113.677032,23.634354;113.677094,23.634396;113.677139,23.634459;113.677147,23.634535;113.677139,23.634600;113.677086,23.634663;113.677032,23.634701;113.676918,23.634718;113.676857,23.634701;113.676788,23.634657;113.675262,23.636129;113.675156,23.636263;113.675026,23.636467;113.674973,23.636566;113.674957,23.636702;113.674957,23.636845;113.674995,23.636995;113.675377,23.637886;113.675430,23.638042;113.675522,23.638659;113.675529,23.638998;113.675514,23.639132;113.675446,23.639311;113.675331,23.639582;113.675102,23.640036;113.675003,23.640186;113.674309,23.641024;113.673347,23.642139;113.672981,23.642536;113.672935,23.642578;113.672173,23.643307;113.671707,23.643766;113.671432,23.644045;113.673103,23.644968;113.674362,23.645651;113.675461,23.646276;113.675964,23.646635;113.676407,23.647018;113.676376,23.647089;113.675964,23.646744;113.675735,23.646566;113.675468,23.646385;113.675095,23.646172;113.673004,23.645004;113.669968,23.643330;113.669167,23.642881;113.668770,23.642673;113.668594,23.642578;113.667007,23.641693;113.666145,23.641171;113.665314,23.640564;113.665253,23.640511;113.665016,23.640301;113.664772,23.640064;113.664551,23.639812;113.664406,23.639662;113.664207,23.639400;113.663925,23.639021;113.663574,23.638451;113.663361,23.638020;113.662323,23.635933;113.661949,23.635181;113.661461,23.634266;113.661224,23.633898;113.660843,23.633383;113.660683,23.633192;113.660248,23.632704;113.659721,23.632172;113.659370,23.631880;113.659256,23.631794;113.658989,23.631588;113.658897,23.631519;113.658211,23.631102;113.657707,23.630760;113.657425,23.630590;113.656944,23.630304;113.656940,23.630304;113.654336,23.628741;113.653850,23.628416;113.653598,23.628225;113.652383,23.627179;113.650165,23.625326;113.650022,23.625221;113.649766,23.625013;113.649731,23.624987;113.649731,23.624983;113.648980,23.624384;113.648611,23.624063;113.647843,23.623442;113.647361,23.623090;113.646780,23.622721;113.646345,23.622465;113.645981,23.622287;113.645595,23.622131;113.645117,23.621992;113.644709,23.621914;113.644640,23.621901;113.644635,23.621901;113.644375,23.621862;113.643255,23.621749;113.642578,23.621667;113.642474,23.621645;113.642027,23.621541;113.641450,23.621354;113.640525,23.621033;113.639332,23.620603;113.639184,23.620543;113.638850,23.620412;113.638433,23.620213;113.638325,23.620156;113.638329,23.620155;113.636047,23.618944;113.635544,23.618668;113.635254,23.618481;113.634750,23.618097;113.634514,23.617891;113.634254,23.617622;113.633980,23.617271;113.633636,23.616779;113.633057,23.615911;113.632957,23.615774;113.632401,23.614927;113.631912,23.614172;113.631660,23.613710;113.631432,23.613142;113.631287,23.612659;113.630905,23.611076;113.630844,23.610802;113.630844,23.610798;113.630768,23.610516;113.630661,23.610060;113.630569,23.609705;113.630554,23.609617;113.630501,23.609388;113.630119,23.607822;113.629776,23.606388;113.629395,23.604740;113.628891,23.602587;113.628479,23.600821;113.628136,23.599293;113.627968,23.598680;113.627953,23.598633;113.627884,23.598433;113.627785,23.598202;113.627632,23.597919;113.627487,23.597683;113.627281,23.597401;113.627037,23.597139;113.626106,23.596230;113.625641,23.595755;113.624992,23.595139;113.624092,23.594326;113.623161,23.593433;113.622879,23.593147;113.622734,23.592981;113.622383,23.592590;113.622055,23.592186;113.621872,23.591957;113.621574,23.591545;113.621292,23.591133;113.621117,23.590864;113.620880,23.590433;113.620735,23.590164;113.620674,23.590054;113.620673,23.590052;113.620603,23.589913;113.619475,23.587643;113.619401,23.587491;113.619401,23.587487;113.619175,23.587040;113.618984,23.586658;113.618893,23.586471;113.618598,23.585868;113.618108,23.584874;113.617930,23.584440;113.617769,23.583928;113.617708,23.583646;113.617630,23.583073;113.617582,23.582478;113.617578,23.582357;113.617578,23.582361;113.617584,23.582365;113.617584,23.582359;113.617554,23.581884;113.617485,23.580811;113.617477,23.580591;113.617485,23.580204;113.617493,23.579849;113.617554,23.579384;113.617668,23.578743;113.617760,23.578316;113.617790,23.578138;113.618042,23.576904;113.618080,23.576723;113.618095,23.576658;113.618118,23.576557;113.618187,23.576189;113.618347,23.575378;113.618416,23.574808;113.618423,23.574497;113.618408,23.574158;113.618286,23.573481;113.618263,23.573381;113.618210,23.573103;113.618210,23.573111;113.618210,23.573120;113.618210,23.573116;113.618172,23.572929;113.618080,23.572432;113.618034,23.572153;113.618011,23.571901;113.617989,23.571444;113.618034,23.570911;113.618187,23.569813;113.618332,23.568825;113.618462,23.567951;113.618652,23.566698;113.618759,23.565947;113.618790,23.565674;113.618828,23.565474;113.618843,23.565365;113.618874,23.565182;113.618896,23.565014;113.618896,23.564964;113.619118,23.563465;113.619171,23.563156;113.619263,23.562523;113.619286,23.562109;113.619263,23.561775;113.619232,23.561602;113.619171,23.561384;113.619011,23.561010;113.618790,23.560673;113.618652,23.560495;113.618149,23.559973;113.617950,23.559765;113.616966,23.558811;113.615730,23.557600;113.615547,23.557409;113.615356,23.557222;113.615105,23.556976;113.614723,23.556602;113.614052,23.555933;113.613762,23.555609;113.613365,23.555122;113.613190,23.554810;113.613129,23.554688;113.613052,23.554518;113.612823,23.554016;113.612648,23.553556;113.612625,23.553484;113.612602,23.553438;113.612549,23.553284;113.612526,23.553211;113.612526,23.553207;113.612282,23.552565;113.612068,23.551991;113.611961,23.551771;113.611816,23.551476;113.611557,23.551102;113.611328,23.550846;113.611069,23.550591;113.610443,23.550087;113.610435,23.550077;113.609962,23.549686;113.609459,23.549290;113.609207,23.549063;113.609055,23.548923;113.608841,23.548676;113.608757,23.548571;113.608536,23.548216;113.608398,23.547951;113.608315,23.547665;113.608276,23.547514;113.608231,23.547321;113.608185,23.547031;113.608154,23.546612;113.608155,23.546610;113.608121,23.546150;113.608082,23.545586;113.608077,23.545451;113.608090,23.545013;113.608142,23.544488;113.608160,23.544405;113.608290,23.543698;113.608312,23.543607;113.608398,23.543199;113.608637,23.542118;113.608750,23.541584;113.608954,23.540612;113.608971,23.540530;113.609123,23.539800;113.609323,23.538889;113.609366,23.538637;113.609414,23.538329;113.609449,23.537956;113.609466,23.537617;113.609466,23.537287;113.609444,23.536819;113.609414,23.536536;113.609332,23.536102;113.609214,23.535690;113.609214,23.535686;113.609106,23.535321;113.608980,23.534909;113.608733,23.534227;113.608234,23.532986;113.608121,23.532713;113.608008,23.532444;113.607795,23.531910;113.607682,23.531623;113.607244,23.530547;113.607122,23.530247;113.607118,23.530243;113.606984,23.529922;113.606858,23.529683;113.606645,23.529340;113.606484,23.529141;113.606380,23.529028;113.606124,23.528776;113.605894,23.528576;113.604944,23.527782;113.604388,23.527326;113.603707,23.526758;113.603559,23.526628;113.603216,23.526306;113.603142,23.526228;113.602765,23.525773;113.602691,23.525673;113.602374,23.525477;113.602248,23.525430;113.602161,23.525412;113.602031,23.525412;113.601658,23.525499;113.601263,23.525764;113.600777,23.526059;113.599852,23.526680;113.599466,23.526931;113.599149,23.527135;113.599227,23.527253;113.599414,23.527556',\n",
       "         'bustimetag': '0',\n",
       "         'start_time': '0900',\n",
       "         'end_time': '1800',\n",
       "         'via_num': '19',\n",
       "         'via_stops': [{'name': '卫东',\n",
       "           'id': '900000111141003',\n",
       "           'location': '113.671707,23.643766'},\n",
       "          {'name': '交警温泉中队',\n",
       "           'id': '900000111141029',\n",
       "           'location': '113.656944,23.630304'},\n",
       "          {'name': '冲口',\n",
       "           'id': '900000111141022',\n",
       "           'location': '113.649731,23.624987'},\n",
       "          {'name': '牛步迳',\n",
       "           'id': '900000111141006',\n",
       "           'location': '113.644640,23.621901'},\n",
       "          {'name': '华辉度假村',\n",
       "           'id': '900000111141023',\n",
       "           'location': '113.638325,23.620156'},\n",
       "          {'name': '温泉镇政府',\n",
       "           'id': '900000111141008',\n",
       "           'location': '113.632957,23.615774'},\n",
       "          {'name': '云星村',\n",
       "           'id': '900000111141024',\n",
       "           'location': '113.630844,23.610802'},\n",
       "          {'name': '宣星路口',\n",
       "           'id': '900000111141010',\n",
       "           'location': '113.628891,23.602587'},\n",
       "          {'name': '新华',\n",
       "           'id': '900000111141011',\n",
       "           'location': '113.620674,23.590054'},\n",
       "          {'name': '水底村',\n",
       "           'id': '900000111141012',\n",
       "           'location': '113.619401,23.587491'},\n",
       "          {'name': '南洋学院',\n",
       "           'id': '900000111141028',\n",
       "           'location': '113.617578,23.582357'},\n",
       "          {'name': '江埔社区',\n",
       "           'id': '900000111141014',\n",
       "           'location': '113.618210,23.573103'},\n",
       "          {'name': '沙塱村',\n",
       "           'id': '900000111141015',\n",
       "           'location': '113.615547,23.557409'},\n",
       "          {'name': '凤院北',\n",
       "           'id': '900000111141025',\n",
       "           'location': '113.612526,23.553211'},\n",
       "          {'name': '凤院路口',\n",
       "           'id': '900000111141016',\n",
       "           'location': '113.610443,23.550087'},\n",
       "          {'name': '江埔村二社',\n",
       "           'id': '900000111141026',\n",
       "           'location': '113.608154,23.546612'},\n",
       "          {'name': '江埔村',\n",
       "           'id': '900000111141018',\n",
       "           'location': '113.608954,23.540612'},\n",
       "          {'name': '迎福里',\n",
       "           'id': '900000111141019',\n",
       "           'location': '113.609214,23.535690'},\n",
       "          {'name': '城建学院',\n",
       "           'id': '900000111141020',\n",
       "           'location': '113.607122,23.530247'}]}]},\n",
       "      'entrance': [],\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}},\n",
       "     {'taxi': [],\n",
       "      'walking': {'origin': '113.599411,23.527555',\n",
       "       'destination': '113.594719,23.531767',\n",
       "       'distance': '929',\n",
       "       'duration': '796',\n",
       "       'steps': [{'instruction': '步行33米右转',\n",
       "         'road': [],\n",
       "         'distance': '33',\n",
       "         'duration': [],\n",
       "         'polyline': '113.599411,23.527555;113.599243,23.527306',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行134米左转',\n",
       "         'road': [],\n",
       "         'distance': '134',\n",
       "         'duration': [],\n",
       "         'polyline': '113.599243,23.527300;113.599220,23.527405;113.599312,23.527592;113.598587,23.528202',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行59米右转',\n",
       "         'road': [],\n",
       "         'distance': '59',\n",
       "         'duration': [],\n",
       "         'polyline': '113.598587,23.528202;113.598404,23.527960;113.598312,23.527840;113.598244,23.527756',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿从城大道步行526米右转',\n",
       "         'road': '从城大道',\n",
       "         'distance': '526',\n",
       "         'duration': [],\n",
       "         'polyline': '113.598244,23.527752;113.597733,23.528099;113.597473,23.528273;113.597092,23.528534;113.596565,23.528875;113.596260,23.529089;113.595207,23.529787;113.594910,23.529987;113.594162,23.530491;113.594070,23.530552;113.594040,23.530573',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行177米到达从化客运站',\n",
       "         'road': [],\n",
       "         'distance': '177',\n",
       "         'duration': [],\n",
       "         'polyline': '113.594032,23.530573;113.594093,23.530716;113.593964,23.530838;113.593857,23.530937;113.594650,23.531696;113.594719,23.531767',\n",
       "         'action': [],\n",
       "         'assistant_action': '到达从化客运站'}]},\n",
       "      'bus': {'buslines': [{'departure_stop': {'name': '从化客运站',\n",
       "          'id': '900000074702002',\n",
       "          'location': '113.594721,23.531769'},\n",
       "         'arrival_stop': {'name': '钟落潭',\n",
       "          'id': '900000074702008',\n",
       "          'location': '113.400686,23.375649'},\n",
       "         'name': '地铁14号线(东风--嘉禾望岗)',\n",
       "         'id': '900000074702',\n",
       "         'type': '地铁线路',\n",
       "         'distance': '28609',\n",
       "         'duration': '1478',\n",
       "         'polyline': '113.594721,23.531769;113.593793,23.530889;113.593514,23.530681;113.582531,23.523276;113.581939,23.522822;113.580606,23.521696;113.577554,23.519552;113.577306,23.519352;113.576647,23.518756;113.576100,23.518162;113.575851,23.517843;113.575586,23.517468;113.575373,23.517137;113.571854,23.511367;113.571405,23.510602;113.571158,23.510226;113.570946,23.509891;113.570794,23.509630;113.570515,23.509158;113.569879,23.508135;113.569313,23.507131;113.568589,23.506017;113.568113,23.505381;113.567879,23.505069;113.567466,23.504621;113.567032,23.504215;113.566611,23.503881;113.566249,23.503674;113.565962,23.503527;113.565583,23.503355;113.564980,23.503094;113.562662,23.502186;113.561001,23.501509;113.560204,23.501199;113.559508,23.500933;113.557021,23.500094;113.556656,23.499905;113.556307,23.499664;113.555753,23.499216;113.554867,23.498542;113.554105,23.498082;113.552442,23.497174;113.551145,23.496444;113.550153,23.495930;113.548415,23.494993;113.546750,23.494078;113.545995,23.493606;113.545431,23.493214;113.544218,23.492366;113.543013,23.491516;113.542268,23.491042;113.541798,23.490826;113.541394,23.490688;113.537759,23.489749;113.534858,23.489004;113.534189,23.488774;113.533639,23.488559;113.533235,23.488365;113.532487,23.487938;113.531679,23.487383;113.531354,23.487147;113.531054,23.486862;113.530690,23.486477;113.530533,23.486275;113.530371,23.486068;113.529356,23.484737;113.528785,23.484076;113.528050,23.483065;113.527645,23.482451;113.527383,23.482099;113.525249,23.479331;113.524824,23.478821;113.524484,23.478512;113.524171,23.478277;113.523707,23.477996;113.520505,23.476234;113.519798,23.475886;113.518851,23.475543;113.518173,23.475343;113.517396,23.475101;113.516620,23.474853;113.514628,23.474225;113.513654,23.473944;113.512313,23.473523;113.510575,23.472981;113.510025,23.472795;113.509156,23.472477;113.508554,23.472225;113.507918,23.471936;113.506245,23.471060;113.502355,23.469038;113.501282,23.468473;113.500901,23.468254;113.500540,23.468019;113.500190,23.467722;113.499845,23.467380;113.499424,23.466854;113.499246,23.466540;113.498897,23.465841;113.498032,23.463973;113.496780,23.461391;113.496584,23.460998;113.496135,23.460378;113.495288,23.459364;113.494274,23.458157;113.493617,23.457262;113.493341,23.456794;113.493016,23.456129;113.492764,23.455544;113.492576,23.454966;113.492361,23.454088;113.492091,23.452705;113.491955,23.452090;113.491817,23.451477;113.489224,23.440035;113.489015,23.439451;113.488854,23.439095;113.488760,23.438880;113.488503,23.438437;113.488269,23.438073;113.488012,23.437768;113.487443,23.437141;113.486746,23.436504;113.486417,23.436172;113.485760,23.435550;113.484491,23.434351;113.483937,23.433862;113.483409,23.433421;113.482444,23.432639;113.481764,23.432121;113.481283,23.431736;113.481008,23.431476;113.480788,23.431212;113.480494,23.430763;113.480205,23.430295;113.479907,23.429785;113.478958,23.428208;113.477684,23.426117;113.476188,23.423553;113.474905,23.421317;113.474055,23.419732;113.473835,23.419289;113.473546,23.418871;113.473251,23.418521;113.472894,23.418187;113.472430,23.417783;113.471727,23.417217;113.471270,23.416803;113.470947,23.416529;113.470641,23.416241;113.470224,23.415858;113.470090,23.415765;113.469665,23.415415;113.469203,23.415032;113.468546,23.414490;113.467914,23.413979;113.467731,23.413830;113.467528,23.413653;113.467060,23.413259;113.466588,23.412863;113.466322,23.412656;113.466030,23.412456;113.465708,23.412246;113.464033,23.411153;113.462488,23.410016;113.461693,23.409433;113.461037,23.408860;113.460356,23.408090;113.458140,23.405268;113.455937,23.402468;113.454987,23.401185;113.454097,23.399932;113.452018,23.396597;113.451657,23.395983;113.451306,23.395410;113.450614,23.394246;113.450388,23.393877;113.450167,23.393501;113.449643,23.392666;113.449271,23.392187;113.448884,23.391755;113.448498,23.391388;113.448098,23.391056;113.447540,23.390667;113.447025,23.390357;113.446255,23.389990;113.445456,23.389709;113.443608,23.389116;113.442632,23.388803;113.442261,23.388677;113.441822,23.388505;113.441430,23.388338;113.440939,23.388106;113.435192,23.385313;113.434762,23.385121;113.434344,23.384961;113.433955,23.384848;113.433544,23.384757;113.433249,23.384716;113.432819,23.384676;113.432461,23.384661;113.425483,23.384512;113.424582,23.384472;113.423898,23.384389;113.423031,23.384234;113.422138,23.383997;113.411981,23.381242;113.408260,23.380233;113.407336,23.379973;113.406731,23.379768;113.406086,23.379515;113.405257,23.379088;113.404571,23.378631;113.401037,23.375938;113.400686,23.375649',\n",
       "         'bustimetag': '0',\n",
       "         'start_time': '0600',\n",
       "         'end_time': '2235',\n",
       "         'via_num': '5',\n",
       "         'via_stops': [{'name': '赤草',\n",
       "           'id': '900000074702003',\n",
       "           'location': '113.560204,23.501199'},\n",
       "          {'name': '神岗',\n",
       "           'id': '900000074702004',\n",
       "           'location': '113.517396,23.475101'},\n",
       "          {'name': '太平',\n",
       "           'id': '900000074702005',\n",
       "           'location': '113.491955,23.452090'},\n",
       "          {'name': '新和',\n",
       "           'id': '900000074702006',\n",
       "           'location': '113.467060,23.413259'},\n",
       "          {'name': '马沥',\n",
       "           'id': '900000074702007',\n",
       "           'location': '113.450388,23.393877'}]}]},\n",
       "      'entrance': {'name': 'D口', 'location': '113.594101,23.530722'},\n",
       "      'exit': {'name': 'B1口', 'location': '113.400940,23.376270'},\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}},\n",
       "     {'taxi': [],\n",
       "      'walking': {'origin': '113.400688,23.375647',\n",
       "       'destination': '113.401474,23.376528',\n",
       "       'distance': '177',\n",
       "       'duration': '151',\n",
       "       'steps': [{'instruction': '步行115米左转',\n",
       "         'road': [],\n",
       "         'distance': '115',\n",
       "         'duration': [],\n",
       "         'polyline': '113.400688,23.375647;113.400902,23.375820;113.400681,23.376045;113.400940,23.376272;113.401031,23.376146',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿广从公路辅路步行62米到达地铁钟落潭站',\n",
       "         'road': '广从公路辅路',\n",
       "         'distance': '62',\n",
       "         'duration': [],\n",
       "         'polyline': '113.401031,23.376137;113.401474,23.376528',\n",
       "         'action': [],\n",
       "         'assistant_action': '到达地铁钟落潭站'}]},\n",
       "      'bus': {'buslines': [{'departure_stop': {'name': '地铁钟落潭站',\n",
       "          'id': '440100014752057',\n",
       "          'location': '113.401471,23.376523'},\n",
       "         'arrival_stop': {'name': '龙岗村',\n",
       "          'id': '440100014752061',\n",
       "          'location': '113.384064,23.392752'},\n",
       "         'name': '734路(广州华南商贸职业学院总站--寮采村委总站)',\n",
       "         'id': '440100014752',\n",
       "         'type': '普通公交线路',\n",
       "         'distance': '3377',\n",
       "         'duration': '2422',\n",
       "         'polyline': '113.401471,23.376523;113.401474,23.376524;113.401474,23.376534;113.401474,23.376535;113.401474,23.376534;113.401199,23.376280;113.400970,23.376112;113.400879,23.375980;113.400665,23.375702;113.400536,23.375542;113.400261,23.375282;113.400055,23.375465;113.399925,23.375387;113.399467,23.374987;113.399406,23.374901;113.399307,23.374754;113.399254,23.374666;113.399170,23.374578;113.398331,23.373871;113.398148,23.373737;113.397957,23.374140;113.397873,23.374306;113.397476,23.375137;113.396996,23.376125;113.396851,23.376389;113.396797,23.376503;113.396660,23.376799;113.396461,23.377232;113.396317,23.377508;113.396225,23.377728;113.395920,23.378365;113.395645,23.378906;113.395645,23.378920;113.395584,23.379036;113.395172,23.379877;113.394722,23.380816;113.394325,23.381607;113.393532,23.383242;113.393486,23.383347;113.393074,23.384212;113.392494,23.385355;113.392334,23.385683;113.392242,23.385868;113.392052,23.386242;113.391846,23.386667;113.391685,23.386986;113.391525,23.387335;113.391396,23.387709;113.391304,23.388165;113.391235,23.388840;113.391235,23.388838;113.391190,23.389172;113.391113,23.389891;113.391106,23.389982;113.391005,23.390852;113.390930,23.390873;113.390122,23.390909;113.389526,23.390938;113.387772,23.391088;113.387375,23.391125;113.387154,23.391148;113.386383,23.391258;113.386215,23.391298;113.385757,23.391449;113.385559,23.391541;113.385376,23.391640;113.384918,23.391935;113.384483,23.392305;113.384064,23.392752',\n",
       "         'bustimetag': '0',\n",
       "         'start_time': '0700',\n",
       "         'end_time': '2200',\n",
       "         'via_num': '4',\n",
       "         'via_stops': [{'name': '广龙路',\n",
       "           'id': '440100014752070',\n",
       "           'location': '113.396797,23.376503'},\n",
       "          {'name': '广龙路(钟落潭村)',\n",
       "           'id': '440100014752058',\n",
       "           'location': '113.393486,23.383347'},\n",
       "          {'name': '广龙路(龙大庄)',\n",
       "           'id': '440100014752059',\n",
       "           'location': '113.391235,23.388840'},\n",
       "          {'name': '龙岗小学',\n",
       "           'id': '440100014752060',\n",
       "           'location': '113.387772,23.391088'}]}]},\n",
       "      'entrance': [],\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}},\n",
       "     {'taxi': [],\n",
       "      'walking': {'origin': '113.384064,23.392752',\n",
       "       'destination': '113.384666,23.392395',\n",
       "       'distance': '85',\n",
       "       'duration': '72',\n",
       "       'steps': [{'instruction': '沿龙岗双龙路步行65米左转',\n",
       "         'road': '龙岗双龙路',\n",
       "         'distance': '65',\n",
       "         'duration': [],\n",
       "         'polyline': '113.384064,23.392752;113.384476,23.392309',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行20米',\n",
       "         'road': [],\n",
       "         'distance': '20',\n",
       "         'duration': [],\n",
       "         'polyline': '113.384476,23.392305;113.384583,23.392353;113.384644,23.392387;113.384666,23.392395',\n",
       "         'action': [],\n",
       "         'assistant_action': []}]},\n",
       "      'bus': {'buslines': []},\n",
       "      'entrance': [],\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}}]},\n",
       "   {'cost': '11.0',\n",
       "    'duration': '8604',\n",
       "    'nightflag': '0',\n",
       "    'walking_distance': '2420',\n",
       "    'distance': '55179',\n",
       "    'missed': '0',\n",
       "    'segments': [{'taxi': [],\n",
       "      'walking': {'origin': '113.679016,23.632349',\n",
       "       'destination': '113.676613,23.631285',\n",
       "       'distance': '513',\n",
       "       'duration': '439',\n",
       "       'steps': [{'instruction': '步行57米右转',\n",
       "         'road': [],\n",
       "         'distance': '57',\n",
       "         'duration': [],\n",
       "         'polyline': '113.679016,23.632349;113.678528,23.632097',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行47米向左前方行走',\n",
       "         'road': [],\n",
       "         'distance': '47',\n",
       "         'duration': [],\n",
       "         'polyline': '113.678528,23.632092;113.678398,23.632166;113.678101,23.632261',\n",
       "         'action': '向左前方行走',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行218米左转',\n",
       "         'road': [],\n",
       "         'distance': '218',\n",
       "         'duration': [],\n",
       "         'polyline': '113.678101,23.632261;113.677834,23.632261;113.677551,23.632200;113.677399,23.632179;113.677284,23.632200;113.677177,23.632244;113.677017,23.632357;113.676811,23.632534;113.676582,23.632778;113.676430,23.632904;113.676292,23.632969',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿博学路步行191米到达中大南方学院',\n",
       "         'road': '博学路',\n",
       "         'distance': '191',\n",
       "         'duration': [],\n",
       "         'polyline': '113.676285,23.632969;113.676292,23.632227;113.676338,23.631948;113.676430,23.631676;113.676491,23.631540;113.676613,23.631285',\n",
       "         'action': [],\n",
       "         'assistant_action': '到达中大南方学院'}]},\n",
       "      'bus': {'buslines': [{'departure_stop': {'name': '中大南方学院',\n",
       "          'id': '900000111141002',\n",
       "          'location': '113.676613,23.631281'},\n",
       "         'arrival_stop': {'name': '从化汽车站总站',\n",
       "          'id': '900000111141021',\n",
       "          'location': '113.599414,23.527556'},\n",
       "         'name': '从15路(中大南方学院--从化汽车站总站)',\n",
       "         'id': '900000111141',\n",
       "         'type': '普通公交线路',\n",
       "         'distance': '19692',\n",
       "         'duration': '3613',\n",
       "         'polyline': '113.676613,23.631281;113.676460,23.631588;113.676430,23.631672;113.676338,23.631945;113.676292,23.632223;113.676285,23.632969;113.676285,23.633560;113.676300,23.633738;113.676331,23.633875;113.676399,23.634016;113.676460,23.634111;113.676521,23.634193;113.676781,23.634409;113.676857,23.634357;113.676933,23.634340;113.677032,23.634354;113.677094,23.634396;113.677139,23.634459;113.677147,23.634535;113.677139,23.634600;113.677086,23.634663;113.677032,23.634701;113.676918,23.634718;113.676857,23.634701;113.676788,23.634657;113.675262,23.636129;113.675156,23.636263;113.675026,23.636467;113.674973,23.636566;113.674957,23.636702;113.674957,23.636845;113.674995,23.636995;113.675377,23.637886;113.675430,23.638042;113.675522,23.638659;113.675529,23.638998;113.675514,23.639132;113.675446,23.639311;113.675331,23.639582;113.675102,23.640036;113.675003,23.640186;113.674309,23.641024;113.673347,23.642139;113.672981,23.642536;113.672935,23.642578;113.672173,23.643307;113.671707,23.643766;113.671432,23.644045;113.673103,23.644968;113.674362,23.645651;113.675461,23.646276;113.675964,23.646635;113.676407,23.647018;113.676376,23.647089;113.675964,23.646744;113.675735,23.646566;113.675468,23.646385;113.675095,23.646172;113.673004,23.645004;113.669968,23.643330;113.669167,23.642881;113.668770,23.642673;113.668594,23.642578;113.667007,23.641693;113.666145,23.641171;113.665314,23.640564;113.665253,23.640511;113.665016,23.640301;113.664772,23.640064;113.664551,23.639812;113.664406,23.639662;113.664207,23.639400;113.663925,23.639021;113.663574,23.638451;113.663361,23.638020;113.662323,23.635933;113.661949,23.635181;113.661461,23.634266;113.661224,23.633898;113.660843,23.633383;113.660683,23.633192;113.660248,23.632704;113.659721,23.632172;113.659370,23.631880;113.659256,23.631794;113.658989,23.631588;113.658897,23.631519;113.658211,23.631102;113.657707,23.630760;113.657425,23.630590;113.656944,23.630304;113.656940,23.630304;113.654336,23.628741;113.653850,23.628416;113.653598,23.628225;113.652383,23.627179;113.650165,23.625326;113.650022,23.625221;113.649766,23.625013;113.649731,23.624987;113.649731,23.624983;113.648980,23.624384;113.648611,23.624063;113.647843,23.623442;113.647361,23.623090;113.646780,23.622721;113.646345,23.622465;113.645981,23.622287;113.645595,23.622131;113.645117,23.621992;113.644709,23.621914;113.644640,23.621901;113.644635,23.621901;113.644375,23.621862;113.643255,23.621749;113.642578,23.621667;113.642474,23.621645;113.642027,23.621541;113.641450,23.621354;113.640525,23.621033;113.639332,23.620603;113.639184,23.620543;113.638850,23.620412;113.638433,23.620213;113.638325,23.620156;113.638329,23.620155;113.636047,23.618944;113.635544,23.618668;113.635254,23.618481;113.634750,23.618097;113.634514,23.617891;113.634254,23.617622;113.633980,23.617271;113.633636,23.616779;113.633057,23.615911;113.632957,23.615774;113.632401,23.614927;113.631912,23.614172;113.631660,23.613710;113.631432,23.613142;113.631287,23.612659;113.630905,23.611076;113.630844,23.610802;113.630844,23.610798;113.630768,23.610516;113.630661,23.610060;113.630569,23.609705;113.630554,23.609617;113.630501,23.609388;113.630119,23.607822;113.629776,23.606388;113.629395,23.604740;113.628891,23.602587;113.628479,23.600821;113.628136,23.599293;113.627968,23.598680;113.627953,23.598633;113.627884,23.598433;113.627785,23.598202;113.627632,23.597919;113.627487,23.597683;113.627281,23.597401;113.627037,23.597139;113.626106,23.596230;113.625641,23.595755;113.624992,23.595139;113.624092,23.594326;113.623161,23.593433;113.622879,23.593147;113.622734,23.592981;113.622383,23.592590;113.622055,23.592186;113.621872,23.591957;113.621574,23.591545;113.621292,23.591133;113.621117,23.590864;113.620880,23.590433;113.620735,23.590164;113.620674,23.590054;113.620673,23.590052;113.620603,23.589913;113.619475,23.587643;113.619401,23.587491;113.619401,23.587487;113.619175,23.587040;113.618984,23.586658;113.618893,23.586471;113.618598,23.585868;113.618108,23.584874;113.617930,23.584440;113.617769,23.583928;113.617708,23.583646;113.617630,23.583073;113.617582,23.582478;113.617578,23.582357;113.617578,23.582361;113.617584,23.582365;113.617584,23.582359;113.617554,23.581884;113.617485,23.580811;113.617477,23.580591;113.617485,23.580204;113.617493,23.579849;113.617554,23.579384;113.617668,23.578743;113.617760,23.578316;113.617790,23.578138;113.618042,23.576904;113.618080,23.576723;113.618095,23.576658;113.618118,23.576557;113.618187,23.576189;113.618347,23.575378;113.618416,23.574808;113.618423,23.574497;113.618408,23.574158;113.618286,23.573481;113.618263,23.573381;113.618210,23.573103;113.618210,23.573111;113.618210,23.573120;113.618210,23.573116;113.618172,23.572929;113.618080,23.572432;113.618034,23.572153;113.618011,23.571901;113.617989,23.571444;113.618034,23.570911;113.618187,23.569813;113.618332,23.568825;113.618462,23.567951;113.618652,23.566698;113.618759,23.565947;113.618790,23.565674;113.618828,23.565474;113.618843,23.565365;113.618874,23.565182;113.618896,23.565014;113.618896,23.564964;113.619118,23.563465;113.619171,23.563156;113.619263,23.562523;113.619286,23.562109;113.619263,23.561775;113.619232,23.561602;113.619171,23.561384;113.619011,23.561010;113.618790,23.560673;113.618652,23.560495;113.618149,23.559973;113.617950,23.559765;113.616966,23.558811;113.615730,23.557600;113.615547,23.557409;113.615356,23.557222;113.615105,23.556976;113.614723,23.556602;113.614052,23.555933;113.613762,23.555609;113.613365,23.555122;113.613190,23.554810;113.613129,23.554688;113.613052,23.554518;113.612823,23.554016;113.612648,23.553556;113.612625,23.553484;113.612602,23.553438;113.612549,23.553284;113.612526,23.553211;113.612526,23.553207;113.612282,23.552565;113.612068,23.551991;113.611961,23.551771;113.611816,23.551476;113.611557,23.551102;113.611328,23.550846;113.611069,23.550591;113.610443,23.550087;113.610435,23.550077;113.609962,23.549686;113.609459,23.549290;113.609207,23.549063;113.609055,23.548923;113.608841,23.548676;113.608757,23.548571;113.608536,23.548216;113.608398,23.547951;113.608315,23.547665;113.608276,23.547514;113.608231,23.547321;113.608185,23.547031;113.608154,23.546612;113.608155,23.546610;113.608121,23.546150;113.608082,23.545586;113.608077,23.545451;113.608090,23.545013;113.608142,23.544488;113.608160,23.544405;113.608290,23.543698;113.608312,23.543607;113.608398,23.543199;113.608637,23.542118;113.608750,23.541584;113.608954,23.540612;113.608971,23.540530;113.609123,23.539800;113.609323,23.538889;113.609366,23.538637;113.609414,23.538329;113.609449,23.537956;113.609466,23.537617;113.609466,23.537287;113.609444,23.536819;113.609414,23.536536;113.609332,23.536102;113.609214,23.535690;113.609214,23.535686;113.609106,23.535321;113.608980,23.534909;113.608733,23.534227;113.608234,23.532986;113.608121,23.532713;113.608008,23.532444;113.607795,23.531910;113.607682,23.531623;113.607244,23.530547;113.607122,23.530247;113.607118,23.530243;113.606984,23.529922;113.606858,23.529683;113.606645,23.529340;113.606484,23.529141;113.606380,23.529028;113.606124,23.528776;113.605894,23.528576;113.604944,23.527782;113.604388,23.527326;113.603707,23.526758;113.603559,23.526628;113.603216,23.526306;113.603142,23.526228;113.602765,23.525773;113.602691,23.525673;113.602374,23.525477;113.602248,23.525430;113.602161,23.525412;113.602031,23.525412;113.601658,23.525499;113.601263,23.525764;113.600777,23.526059;113.599852,23.526680;113.599466,23.526931;113.599149,23.527135;113.599227,23.527253;113.599414,23.527556',\n",
       "         'bustimetag': '0',\n",
       "         'start_time': '0900',\n",
       "         'end_time': '1800',\n",
       "         'via_num': '19',\n",
       "         'via_stops': [{'name': '卫东',\n",
       "           'id': '900000111141003',\n",
       "           'location': '113.671707,23.643766'},\n",
       "          {'name': '交警温泉中队',\n",
       "           'id': '900000111141029',\n",
       "           'location': '113.656944,23.630304'},\n",
       "          {'name': '冲口',\n",
       "           'id': '900000111141022',\n",
       "           'location': '113.649731,23.624987'},\n",
       "          {'name': '牛步迳',\n",
       "           'id': '900000111141006',\n",
       "           'location': '113.644640,23.621901'},\n",
       "          {'name': '华辉度假村',\n",
       "           'id': '900000111141023',\n",
       "           'location': '113.638325,23.620156'},\n",
       "          {'name': '温泉镇政府',\n",
       "           'id': '900000111141008',\n",
       "           'location': '113.632957,23.615774'},\n",
       "          {'name': '云星村',\n",
       "           'id': '900000111141024',\n",
       "           'location': '113.630844,23.610802'},\n",
       "          {'name': '宣星路口',\n",
       "           'id': '900000111141010',\n",
       "           'location': '113.628891,23.602587'},\n",
       "          {'name': '新华',\n",
       "           'id': '900000111141011',\n",
       "           'location': '113.620674,23.590054'},\n",
       "          {'name': '水底村',\n",
       "           'id': '900000111141012',\n",
       "           'location': '113.619401,23.587491'},\n",
       "          {'name': '南洋学院',\n",
       "           'id': '900000111141028',\n",
       "           'location': '113.617578,23.582357'},\n",
       "          {'name': '江埔社区',\n",
       "           'id': '900000111141014',\n",
       "           'location': '113.618210,23.573103'},\n",
       "          {'name': '沙塱村',\n",
       "           'id': '900000111141015',\n",
       "           'location': '113.615547,23.557409'},\n",
       "          {'name': '凤院北',\n",
       "           'id': '900000111141025',\n",
       "           'location': '113.612526,23.553211'},\n",
       "          {'name': '凤院路口',\n",
       "           'id': '900000111141016',\n",
       "           'location': '113.610443,23.550087'},\n",
       "          {'name': '江埔村二社',\n",
       "           'id': '900000111141026',\n",
       "           'location': '113.608154,23.546612'},\n",
       "          {'name': '江埔村',\n",
       "           'id': '900000111141018',\n",
       "           'location': '113.608954,23.540612'},\n",
       "          {'name': '迎福里',\n",
       "           'id': '900000111141019',\n",
       "           'location': '113.609214,23.535690'},\n",
       "          {'name': '城建学院',\n",
       "           'id': '900000111141020',\n",
       "           'location': '113.607122,23.530247'}]}]},\n",
       "      'entrance': [],\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}},\n",
       "     {'taxi': [],\n",
       "      'walking': {'origin': '113.599411,23.527555',\n",
       "       'destination': '113.594719,23.531767',\n",
       "       'distance': '929',\n",
       "       'duration': '796',\n",
       "       'steps': [{'instruction': '步行33米右转',\n",
       "         'road': [],\n",
       "         'distance': '33',\n",
       "         'duration': [],\n",
       "         'polyline': '113.599411,23.527555;113.599243,23.527306',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行134米左转',\n",
       "         'road': [],\n",
       "         'distance': '134',\n",
       "         'duration': [],\n",
       "         'polyline': '113.599243,23.527300;113.599220,23.527405;113.599312,23.527592;113.598587,23.528202',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行59米右转',\n",
       "         'road': [],\n",
       "         'distance': '59',\n",
       "         'duration': [],\n",
       "         'polyline': '113.598587,23.528202;113.598404,23.527960;113.598312,23.527840;113.598244,23.527756',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿从城大道步行526米右转',\n",
       "         'road': '从城大道',\n",
       "         'distance': '526',\n",
       "         'duration': [],\n",
       "         'polyline': '113.598244,23.527752;113.597733,23.528099;113.597473,23.528273;113.597092,23.528534;113.596565,23.528875;113.596260,23.529089;113.595207,23.529787;113.594910,23.529987;113.594162,23.530491;113.594070,23.530552;113.594040,23.530573',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行177米到达从化客运站',\n",
       "         'road': [],\n",
       "         'distance': '177',\n",
       "         'duration': [],\n",
       "         'polyline': '113.594032,23.530573;113.594093,23.530716;113.593964,23.530838;113.593857,23.530937;113.594650,23.531696;113.594719,23.531767',\n",
       "         'action': [],\n",
       "         'assistant_action': '到达从化客运站'}]},\n",
       "      'bus': {'buslines': [{'departure_stop': {'name': '从化客运站',\n",
       "          'id': '900000074702002',\n",
       "          'location': '113.594721,23.531769'},\n",
       "         'arrival_stop': {'name': '钟落潭',\n",
       "          'id': '900000074702008',\n",
       "          'location': '113.400686,23.375649'},\n",
       "         'name': '地铁14号线(东风--嘉禾望岗)',\n",
       "         'id': '900000074702',\n",
       "         'type': '地铁线路',\n",
       "         'distance': '28609',\n",
       "         'duration': '1478',\n",
       "         'polyline': '113.594721,23.531769;113.593793,23.530889;113.593514,23.530681;113.582531,23.523276;113.581939,23.522822;113.580606,23.521696;113.577554,23.519552;113.577306,23.519352;113.576647,23.518756;113.576100,23.518162;113.575851,23.517843;113.575586,23.517468;113.575373,23.517137;113.571854,23.511367;113.571405,23.510602;113.571158,23.510226;113.570946,23.509891;113.570794,23.509630;113.570515,23.509158;113.569879,23.508135;113.569313,23.507131;113.568589,23.506017;113.568113,23.505381;113.567879,23.505069;113.567466,23.504621;113.567032,23.504215;113.566611,23.503881;113.566249,23.503674;113.565962,23.503527;113.565583,23.503355;113.564980,23.503094;113.562662,23.502186;113.561001,23.501509;113.560204,23.501199;113.559508,23.500933;113.557021,23.500094;113.556656,23.499905;113.556307,23.499664;113.555753,23.499216;113.554867,23.498542;113.554105,23.498082;113.552442,23.497174;113.551145,23.496444;113.550153,23.495930;113.548415,23.494993;113.546750,23.494078;113.545995,23.493606;113.545431,23.493214;113.544218,23.492366;113.543013,23.491516;113.542268,23.491042;113.541798,23.490826;113.541394,23.490688;113.537759,23.489749;113.534858,23.489004;113.534189,23.488774;113.533639,23.488559;113.533235,23.488365;113.532487,23.487938;113.531679,23.487383;113.531354,23.487147;113.531054,23.486862;113.530690,23.486477;113.530533,23.486275;113.530371,23.486068;113.529356,23.484737;113.528785,23.484076;113.528050,23.483065;113.527645,23.482451;113.527383,23.482099;113.525249,23.479331;113.524824,23.478821;113.524484,23.478512;113.524171,23.478277;113.523707,23.477996;113.520505,23.476234;113.519798,23.475886;113.518851,23.475543;113.518173,23.475343;113.517396,23.475101;113.516620,23.474853;113.514628,23.474225;113.513654,23.473944;113.512313,23.473523;113.510575,23.472981;113.510025,23.472795;113.509156,23.472477;113.508554,23.472225;113.507918,23.471936;113.506245,23.471060;113.502355,23.469038;113.501282,23.468473;113.500901,23.468254;113.500540,23.468019;113.500190,23.467722;113.499845,23.467380;113.499424,23.466854;113.499246,23.466540;113.498897,23.465841;113.498032,23.463973;113.496780,23.461391;113.496584,23.460998;113.496135,23.460378;113.495288,23.459364;113.494274,23.458157;113.493617,23.457262;113.493341,23.456794;113.493016,23.456129;113.492764,23.455544;113.492576,23.454966;113.492361,23.454088;113.492091,23.452705;113.491955,23.452090;113.491817,23.451477;113.489224,23.440035;113.489015,23.439451;113.488854,23.439095;113.488760,23.438880;113.488503,23.438437;113.488269,23.438073;113.488012,23.437768;113.487443,23.437141;113.486746,23.436504;113.486417,23.436172;113.485760,23.435550;113.484491,23.434351;113.483937,23.433862;113.483409,23.433421;113.482444,23.432639;113.481764,23.432121;113.481283,23.431736;113.481008,23.431476;113.480788,23.431212;113.480494,23.430763;113.480205,23.430295;113.479907,23.429785;113.478958,23.428208;113.477684,23.426117;113.476188,23.423553;113.474905,23.421317;113.474055,23.419732;113.473835,23.419289;113.473546,23.418871;113.473251,23.418521;113.472894,23.418187;113.472430,23.417783;113.471727,23.417217;113.471270,23.416803;113.470947,23.416529;113.470641,23.416241;113.470224,23.415858;113.470090,23.415765;113.469665,23.415415;113.469203,23.415032;113.468546,23.414490;113.467914,23.413979;113.467731,23.413830;113.467528,23.413653;113.467060,23.413259;113.466588,23.412863;113.466322,23.412656;113.466030,23.412456;113.465708,23.412246;113.464033,23.411153;113.462488,23.410016;113.461693,23.409433;113.461037,23.408860;113.460356,23.408090;113.458140,23.405268;113.455937,23.402468;113.454987,23.401185;113.454097,23.399932;113.452018,23.396597;113.451657,23.395983;113.451306,23.395410;113.450614,23.394246;113.450388,23.393877;113.450167,23.393501;113.449643,23.392666;113.449271,23.392187;113.448884,23.391755;113.448498,23.391388;113.448098,23.391056;113.447540,23.390667;113.447025,23.390357;113.446255,23.389990;113.445456,23.389709;113.443608,23.389116;113.442632,23.388803;113.442261,23.388677;113.441822,23.388505;113.441430,23.388338;113.440939,23.388106;113.435192,23.385313;113.434762,23.385121;113.434344,23.384961;113.433955,23.384848;113.433544,23.384757;113.433249,23.384716;113.432819,23.384676;113.432461,23.384661;113.425483,23.384512;113.424582,23.384472;113.423898,23.384389;113.423031,23.384234;113.422138,23.383997;113.411981,23.381242;113.408260,23.380233;113.407336,23.379973;113.406731,23.379768;113.406086,23.379515;113.405257,23.379088;113.404571,23.378631;113.401037,23.375938;113.400686,23.375649',\n",
       "         'bustimetag': '0',\n",
       "         'start_time': '0600',\n",
       "         'end_time': '2235',\n",
       "         'via_num': '5',\n",
       "         'via_stops': [{'name': '赤草',\n",
       "           'id': '900000074702003',\n",
       "           'location': '113.560204,23.501199'},\n",
       "          {'name': '神岗',\n",
       "           'id': '900000074702004',\n",
       "           'location': '113.517396,23.475101'},\n",
       "          {'name': '太平',\n",
       "           'id': '900000074702005',\n",
       "           'location': '113.491955,23.452090'},\n",
       "          {'name': '新和',\n",
       "           'id': '900000074702006',\n",
       "           'location': '113.467060,23.413259'},\n",
       "          {'name': '马沥',\n",
       "           'id': '900000074702007',\n",
       "           'location': '113.450388,23.393877'}]}]},\n",
       "      'entrance': {'name': 'D口', 'location': '113.594101,23.530722'},\n",
       "      'exit': {'name': 'A口', 'location': '113.401527,23.375671'},\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}},\n",
       "     {'taxi': [],\n",
       "      'walking': {'origin': '113.400688,23.375647',\n",
       "       'destination': '113.401894,23.376360',\n",
       "       'distance': '227',\n",
       "       'duration': '194',\n",
       "       'steps': [{'instruction': '步行148米右转',\n",
       "         'road': [],\n",
       "         'distance': '148',\n",
       "         'duration': [],\n",
       "         'polyline': '113.400688,23.375647;113.400902,23.375820;113.401268,23.375456;113.401520,23.375668;113.401329,23.375864',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿广从公路辅路步行79米到达地铁钟落潭站',\n",
       "         'road': '广从公路辅路',\n",
       "         'distance': '79',\n",
       "         'duration': [],\n",
       "         'polyline': '113.401329,23.375864;113.401505,23.376011;113.401894,23.376360',\n",
       "         'action': [],\n",
       "         'assistant_action': '到达地铁钟落潭站'}]},\n",
       "      'bus': {'buslines': [{'departure_stop': {'name': '地铁钟落潭站',\n",
       "          'id': '900000111542001',\n",
       "          'location': '113.401892,23.376359'},\n",
       "         'arrival_stop': {'name': '龙岗风柜口',\n",
       "          'id': '900000111542023',\n",
       "          'location': '113.387703,23.395720'},\n",
       "         'name': '716路(地铁钟落潭站--花都富力金港城总站)',\n",
       "         'id': '900000111542',\n",
       "         'type': '普通公交线路',\n",
       "         'distance': '4458',\n",
       "         'duration': '1439',\n",
       "         'polyline': '113.401892,23.376359;113.402131,23.376571;113.402376,23.376789;113.402558,23.377060;113.402769,23.377253;113.402847,23.377326;113.403403,23.377782;113.403828,23.378103;113.404149,23.378329;113.404566,23.378602;113.404701,23.378681;113.405104,23.378906;113.405508,23.379119;113.405951,23.379332;113.406806,23.379696;113.407240,23.379852;113.407495,23.379930;113.407888,23.380051;113.408821,23.380324;113.409163,23.380425;113.409371,23.380472;113.410416,23.380759;113.410343,23.380959;113.410265,23.381211;113.410221,23.381341;113.410225,23.381342;113.410133,23.381622;113.410019,23.381945;113.409912,23.382257;113.409813,23.382526;113.409737,23.382647;113.409630,23.382738;113.408714,23.383156;113.408714,23.383152;113.408249,23.383364;113.407913,23.383507;113.407654,23.383619;113.407326,23.383772;113.406998,23.383921;113.406616,23.384094;113.406296,23.384239;113.405869,23.384436;113.405563,23.384579;113.405296,23.384640;113.405106,23.384758;113.404900,23.384853;113.404762,23.384909;113.404533,23.385014;113.403297,23.385569;113.402130,23.386106;113.402023,23.386137;113.401878,23.386137;113.401413,23.386211;113.401138,23.386234;113.400879,23.386263;113.400787,23.386276;113.400299,23.386389;113.399734,23.386562;113.399254,23.386740;113.398117,23.387327;113.397652,23.387560;113.396957,23.387991;113.396759,23.388121;113.396103,23.388512;113.395538,23.388857;113.395126,23.389126;113.394455,23.389622;113.394081,23.389891;113.392883,23.390764;113.392754,23.390856;113.392693,23.390911;113.392464,23.391129;113.392258,23.391293;113.391975,23.391462;113.391876,23.391529;113.391777,23.391611;113.391418,23.392080;113.391304,23.392323;113.391197,23.392460;113.390976,23.392700;113.390930,23.392742;113.390854,23.392942;113.390633,23.393484;113.390579,23.393585;113.390503,23.393671;113.390427,23.393747;113.389885,23.394131;113.389801,23.394213;113.389732,23.394285;113.389664,23.394396;113.389534,23.394617;113.389435,23.394753;113.389328,23.394863;113.389191,23.394945;113.388779,23.395073;113.388336,23.395260;113.388199,23.395348;113.387703,23.395720',\n",
       "         'bustimetag': '0',\n",
       "         'start_time': '0730',\n",
       "         'end_time': '2130',\n",
       "         'via_num': '7',\n",
       "         'via_stops': [{'name': '福龙路口',\n",
       "           'id': '900000111542002',\n",
       "           'location': '113.410221,23.381341'},\n",
       "          {'name': '钟落潭医院',\n",
       "           'id': '900000111542003',\n",
       "           'location': '113.408714,23.383156'},\n",
       "          {'name': '钟落潭市场',\n",
       "           'id': '900000111542004',\n",
       "           'location': '113.406998,23.383921'},\n",
       "          {'name': '钟落潭文化广场',\n",
       "           'id': '900000111542005',\n",
       "           'location': '113.405869,23.384436'},\n",
       "          {'name': '龙岗村牌坊',\n",
       "           'id': '900000111542019',\n",
       "           'location': '113.396957,23.387991'},\n",
       "          {'name': '龙岗村路口',\n",
       "           'id': '900000111542016',\n",
       "           'location': '113.392258,23.391293'},\n",
       "          {'name': '龙岗大岭东',\n",
       "           'id': '900000111542022',\n",
       "           'location': '113.389664,23.394396'}]}]},\n",
       "      'entrance': [],\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}},\n",
       "     {'taxi': [],\n",
       "      'walking': {'origin': '113.387703,23.395721',\n",
       "       'destination': '113.384666,23.392395',\n",
       "       'distance': '751',\n",
       "       'duration': '643',\n",
       "       'steps': [{'instruction': '沿钟车路步行114米左转',\n",
       "         'road': '钟车路',\n",
       "         'distance': '114',\n",
       "         'duration': [],\n",
       "         'polyline': '113.387703,23.395721;113.387527,23.395855;113.387291,23.396015;113.386787,23.396311',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行273米左转',\n",
       "         'road': [],\n",
       "         'distance': '273',\n",
       "         'duration': [],\n",
       "         'polyline': '113.386787,23.396311;113.386574,23.395947;113.386520,23.395794;113.386513,23.395702;113.386520,23.395582;113.386505,23.395538;113.386230,23.395117;113.385277,23.394396',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿钟龙路步行23米右转',\n",
       "         'road': '钟龙路',\n",
       "         'distance': '23',\n",
       "         'duration': [],\n",
       "         'polyline': '113.385277,23.394392;113.385406,23.394228',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿龙岗公园前街步行209米左转',\n",
       "         'road': '龙岗公园前街',\n",
       "         'distance': '209',\n",
       "         'duration': [],\n",
       "         'polyline': '113.385406,23.394222;113.383980,23.393221;113.383774,23.393078',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿龙岗双龙路步行112米左转',\n",
       "         'road': '龙岗双龙路',\n",
       "         'distance': '112',\n",
       "         'duration': [],\n",
       "         'polyline': '113.383774,23.393072;113.384476,23.392309',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行20米',\n",
       "         'road': [],\n",
       "         'distance': '20',\n",
       "         'duration': [],\n",
       "         'polyline': '113.384476,23.392305;113.384583,23.392353;113.384644,23.392387;113.384666,23.392395',\n",
       "         'action': [],\n",
       "         'assistant_action': []}]},\n",
       "      'bus': {'buslines': []},\n",
       "      'entrance': [],\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}}]},\n",
       "   {'cost': '11.0',\n",
       "    'duration': '8938',\n",
       "    'nightflag': '0',\n",
       "    'walking_distance': '2097',\n",
       "    'distance': '64717',\n",
       "    'missed': '0',\n",
       "    'segments': [{'taxi': [],\n",
       "      'walking': {'origin': '113.679016,23.632349',\n",
       "       'destination': '113.676613,23.631285',\n",
       "       'distance': '513',\n",
       "       'duration': '439',\n",
       "       'steps': [{'instruction': '步行57米右转',\n",
       "         'road': [],\n",
       "         'distance': '57',\n",
       "         'duration': [],\n",
       "         'polyline': '113.679016,23.632349;113.678528,23.632097',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行47米向左前方行走',\n",
       "         'road': [],\n",
       "         'distance': '47',\n",
       "         'duration': [],\n",
       "         'polyline': '113.678528,23.632092;113.678398,23.632166;113.678101,23.632261',\n",
       "         'action': '向左前方行走',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行218米左转',\n",
       "         'road': [],\n",
       "         'distance': '218',\n",
       "         'duration': [],\n",
       "         'polyline': '113.678101,23.632261;113.677834,23.632261;113.677551,23.632200;113.677399,23.632179;113.677284,23.632200;113.677177,23.632244;113.677017,23.632357;113.676811,23.632534;113.676582,23.632778;113.676430,23.632904;113.676292,23.632969',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿博学路步行191米到达中大南方学院',\n",
       "         'road': '博学路',\n",
       "         'distance': '191',\n",
       "         'duration': [],\n",
       "         'polyline': '113.676285,23.632969;113.676292,23.632227;113.676338,23.631948;113.676430,23.631676;113.676491,23.631540;113.676613,23.631285',\n",
       "         'action': [],\n",
       "         'assistant_action': '到达中大南方学院'}]},\n",
       "      'bus': {'buslines': [{'departure_stop': {'name': '中大南方学院',\n",
       "          'id': '900000111141002',\n",
       "          'location': '113.676613,23.631281'},\n",
       "         'arrival_stop': {'name': '从化汽车站总站',\n",
       "          'id': '900000111141021',\n",
       "          'location': '113.599414,23.527556'},\n",
       "         'name': '从15路(中大南方学院--从化汽车站总站)',\n",
       "         'id': '900000111141',\n",
       "         'type': '普通公交线路',\n",
       "         'distance': '19692',\n",
       "         'duration': '3613',\n",
       "         'polyline': '113.676613,23.631281;113.676460,23.631588;113.676430,23.631672;113.676338,23.631945;113.676292,23.632223;113.676285,23.632969;113.676285,23.633560;113.676300,23.633738;113.676331,23.633875;113.676399,23.634016;113.676460,23.634111;113.676521,23.634193;113.676781,23.634409;113.676857,23.634357;113.676933,23.634340;113.677032,23.634354;113.677094,23.634396;113.677139,23.634459;113.677147,23.634535;113.677139,23.634600;113.677086,23.634663;113.677032,23.634701;113.676918,23.634718;113.676857,23.634701;113.676788,23.634657;113.675262,23.636129;113.675156,23.636263;113.675026,23.636467;113.674973,23.636566;113.674957,23.636702;113.674957,23.636845;113.674995,23.636995;113.675377,23.637886;113.675430,23.638042;113.675522,23.638659;113.675529,23.638998;113.675514,23.639132;113.675446,23.639311;113.675331,23.639582;113.675102,23.640036;113.675003,23.640186;113.674309,23.641024;113.673347,23.642139;113.672981,23.642536;113.672935,23.642578;113.672173,23.643307;113.671707,23.643766;113.671432,23.644045;113.673103,23.644968;113.674362,23.645651;113.675461,23.646276;113.675964,23.646635;113.676407,23.647018;113.676376,23.647089;113.675964,23.646744;113.675735,23.646566;113.675468,23.646385;113.675095,23.646172;113.673004,23.645004;113.669968,23.643330;113.669167,23.642881;113.668770,23.642673;113.668594,23.642578;113.667007,23.641693;113.666145,23.641171;113.665314,23.640564;113.665253,23.640511;113.665016,23.640301;113.664772,23.640064;113.664551,23.639812;113.664406,23.639662;113.664207,23.639400;113.663925,23.639021;113.663574,23.638451;113.663361,23.638020;113.662323,23.635933;113.661949,23.635181;113.661461,23.634266;113.661224,23.633898;113.660843,23.633383;113.660683,23.633192;113.660248,23.632704;113.659721,23.632172;113.659370,23.631880;113.659256,23.631794;113.658989,23.631588;113.658897,23.631519;113.658211,23.631102;113.657707,23.630760;113.657425,23.630590;113.656944,23.630304;113.656940,23.630304;113.654336,23.628741;113.653850,23.628416;113.653598,23.628225;113.652383,23.627179;113.650165,23.625326;113.650022,23.625221;113.649766,23.625013;113.649731,23.624987;113.649731,23.624983;113.648980,23.624384;113.648611,23.624063;113.647843,23.623442;113.647361,23.623090;113.646780,23.622721;113.646345,23.622465;113.645981,23.622287;113.645595,23.622131;113.645117,23.621992;113.644709,23.621914;113.644640,23.621901;113.644635,23.621901;113.644375,23.621862;113.643255,23.621749;113.642578,23.621667;113.642474,23.621645;113.642027,23.621541;113.641450,23.621354;113.640525,23.621033;113.639332,23.620603;113.639184,23.620543;113.638850,23.620412;113.638433,23.620213;113.638325,23.620156;113.638329,23.620155;113.636047,23.618944;113.635544,23.618668;113.635254,23.618481;113.634750,23.618097;113.634514,23.617891;113.634254,23.617622;113.633980,23.617271;113.633636,23.616779;113.633057,23.615911;113.632957,23.615774;113.632401,23.614927;113.631912,23.614172;113.631660,23.613710;113.631432,23.613142;113.631287,23.612659;113.630905,23.611076;113.630844,23.610802;113.630844,23.610798;113.630768,23.610516;113.630661,23.610060;113.630569,23.609705;113.630554,23.609617;113.630501,23.609388;113.630119,23.607822;113.629776,23.606388;113.629395,23.604740;113.628891,23.602587;113.628479,23.600821;113.628136,23.599293;113.627968,23.598680;113.627953,23.598633;113.627884,23.598433;113.627785,23.598202;113.627632,23.597919;113.627487,23.597683;113.627281,23.597401;113.627037,23.597139;113.626106,23.596230;113.625641,23.595755;113.624992,23.595139;113.624092,23.594326;113.623161,23.593433;113.622879,23.593147;113.622734,23.592981;113.622383,23.592590;113.622055,23.592186;113.621872,23.591957;113.621574,23.591545;113.621292,23.591133;113.621117,23.590864;113.620880,23.590433;113.620735,23.590164;113.620674,23.590054;113.620673,23.590052;113.620603,23.589913;113.619475,23.587643;113.619401,23.587491;113.619401,23.587487;113.619175,23.587040;113.618984,23.586658;113.618893,23.586471;113.618598,23.585868;113.618108,23.584874;113.617930,23.584440;113.617769,23.583928;113.617708,23.583646;113.617630,23.583073;113.617582,23.582478;113.617578,23.582357;113.617578,23.582361;113.617584,23.582365;113.617584,23.582359;113.617554,23.581884;113.617485,23.580811;113.617477,23.580591;113.617485,23.580204;113.617493,23.579849;113.617554,23.579384;113.617668,23.578743;113.617760,23.578316;113.617790,23.578138;113.618042,23.576904;113.618080,23.576723;113.618095,23.576658;113.618118,23.576557;113.618187,23.576189;113.618347,23.575378;113.618416,23.574808;113.618423,23.574497;113.618408,23.574158;113.618286,23.573481;113.618263,23.573381;113.618210,23.573103;113.618210,23.573111;113.618210,23.573120;113.618210,23.573116;113.618172,23.572929;113.618080,23.572432;113.618034,23.572153;113.618011,23.571901;113.617989,23.571444;113.618034,23.570911;113.618187,23.569813;113.618332,23.568825;113.618462,23.567951;113.618652,23.566698;113.618759,23.565947;113.618790,23.565674;113.618828,23.565474;113.618843,23.565365;113.618874,23.565182;113.618896,23.565014;113.618896,23.564964;113.619118,23.563465;113.619171,23.563156;113.619263,23.562523;113.619286,23.562109;113.619263,23.561775;113.619232,23.561602;113.619171,23.561384;113.619011,23.561010;113.618790,23.560673;113.618652,23.560495;113.618149,23.559973;113.617950,23.559765;113.616966,23.558811;113.615730,23.557600;113.615547,23.557409;113.615356,23.557222;113.615105,23.556976;113.614723,23.556602;113.614052,23.555933;113.613762,23.555609;113.613365,23.555122;113.613190,23.554810;113.613129,23.554688;113.613052,23.554518;113.612823,23.554016;113.612648,23.553556;113.612625,23.553484;113.612602,23.553438;113.612549,23.553284;113.612526,23.553211;113.612526,23.553207;113.612282,23.552565;113.612068,23.551991;113.611961,23.551771;113.611816,23.551476;113.611557,23.551102;113.611328,23.550846;113.611069,23.550591;113.610443,23.550087;113.610435,23.550077;113.609962,23.549686;113.609459,23.549290;113.609207,23.549063;113.609055,23.548923;113.608841,23.548676;113.608757,23.548571;113.608536,23.548216;113.608398,23.547951;113.608315,23.547665;113.608276,23.547514;113.608231,23.547321;113.608185,23.547031;113.608154,23.546612;113.608155,23.546610;113.608121,23.546150;113.608082,23.545586;113.608077,23.545451;113.608090,23.545013;113.608142,23.544488;113.608160,23.544405;113.608290,23.543698;113.608312,23.543607;113.608398,23.543199;113.608637,23.542118;113.608750,23.541584;113.608954,23.540612;113.608971,23.540530;113.609123,23.539800;113.609323,23.538889;113.609366,23.538637;113.609414,23.538329;113.609449,23.537956;113.609466,23.537617;113.609466,23.537287;113.609444,23.536819;113.609414,23.536536;113.609332,23.536102;113.609214,23.535690;113.609214,23.535686;113.609106,23.535321;113.608980,23.534909;113.608733,23.534227;113.608234,23.532986;113.608121,23.532713;113.608008,23.532444;113.607795,23.531910;113.607682,23.531623;113.607244,23.530547;113.607122,23.530247;113.607118,23.530243;113.606984,23.529922;113.606858,23.529683;113.606645,23.529340;113.606484,23.529141;113.606380,23.529028;113.606124,23.528776;113.605894,23.528576;113.604944,23.527782;113.604388,23.527326;113.603707,23.526758;113.603559,23.526628;113.603216,23.526306;113.603142,23.526228;113.602765,23.525773;113.602691,23.525673;113.602374,23.525477;113.602248,23.525430;113.602161,23.525412;113.602031,23.525412;113.601658,23.525499;113.601263,23.525764;113.600777,23.526059;113.599852,23.526680;113.599466,23.526931;113.599149,23.527135;113.599227,23.527253;113.599414,23.527556',\n",
       "         'bustimetag': '0',\n",
       "         'start_time': '0900',\n",
       "         'end_time': '1800',\n",
       "         'via_num': '19',\n",
       "         'via_stops': [{'name': '卫东',\n",
       "           'id': '900000111141003',\n",
       "           'location': '113.671707,23.643766'},\n",
       "          {'name': '交警温泉中队',\n",
       "           'id': '900000111141029',\n",
       "           'location': '113.656944,23.630304'},\n",
       "          {'name': '冲口',\n",
       "           'id': '900000111141022',\n",
       "           'location': '113.649731,23.624987'},\n",
       "          {'name': '牛步迳',\n",
       "           'id': '900000111141006',\n",
       "           'location': '113.644640,23.621901'},\n",
       "          {'name': '华辉度假村',\n",
       "           'id': '900000111141023',\n",
       "           'location': '113.638325,23.620156'},\n",
       "          {'name': '温泉镇政府',\n",
       "           'id': '900000111141008',\n",
       "           'location': '113.632957,23.615774'},\n",
       "          {'name': '云星村',\n",
       "           'id': '900000111141024',\n",
       "           'location': '113.630844,23.610802'},\n",
       "          {'name': '宣星路口',\n",
       "           'id': '900000111141010',\n",
       "           'location': '113.628891,23.602587'},\n",
       "          {'name': '新华',\n",
       "           'id': '900000111141011',\n",
       "           'location': '113.620674,23.590054'},\n",
       "          {'name': '水底村',\n",
       "           'id': '900000111141012',\n",
       "           'location': '113.619401,23.587491'},\n",
       "          {'name': '南洋学院',\n",
       "           'id': '900000111141028',\n",
       "           'location': '113.617578,23.582357'},\n",
       "          {'name': '江埔社区',\n",
       "           'id': '900000111141014',\n",
       "           'location': '113.618210,23.573103'},\n",
       "          {'name': '沙塱村',\n",
       "           'id': '900000111141015',\n",
       "           'location': '113.615547,23.557409'},\n",
       "          {'name': '凤院北',\n",
       "           'id': '900000111141025',\n",
       "           'location': '113.612526,23.553211'},\n",
       "          {'name': '凤院路口',\n",
       "           'id': '900000111141016',\n",
       "           'location': '113.610443,23.550087'},\n",
       "          {'name': '江埔村二社',\n",
       "           'id': '900000111141026',\n",
       "           'location': '113.608154,23.546612'},\n",
       "          {'name': '江埔村',\n",
       "           'id': '900000111141018',\n",
       "           'location': '113.608954,23.540612'},\n",
       "          {'name': '迎福里',\n",
       "           'id': '900000111141019',\n",
       "           'location': '113.609214,23.535690'},\n",
       "          {'name': '城建学院',\n",
       "           'id': '900000111141020',\n",
       "           'location': '113.607122,23.530247'}]}]},\n",
       "      'entrance': [],\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}},\n",
       "     {'taxi': [],\n",
       "      'walking': {'origin': '113.599411,23.527555',\n",
       "       'destination': '113.594719,23.531767',\n",
       "       'distance': '929',\n",
       "       'duration': '796',\n",
       "       'steps': [{'instruction': '步行33米右转',\n",
       "         'road': [],\n",
       "         'distance': '33',\n",
       "         'duration': [],\n",
       "         'polyline': '113.599411,23.527555;113.599243,23.527306',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行134米左转',\n",
       "         'road': [],\n",
       "         'distance': '134',\n",
       "         'duration': [],\n",
       "         'polyline': '113.599243,23.527300;113.599220,23.527405;113.599312,23.527592;113.598587,23.528202',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行59米右转',\n",
       "         'road': [],\n",
       "         'distance': '59',\n",
       "         'duration': [],\n",
       "         'polyline': '113.598587,23.528202;113.598404,23.527960;113.598312,23.527840;113.598244,23.527756',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿从城大道步行526米右转',\n",
       "         'road': '从城大道',\n",
       "         'distance': '526',\n",
       "         'duration': [],\n",
       "         'polyline': '113.598244,23.527752;113.597733,23.528099;113.597473,23.528273;113.597092,23.528534;113.596565,23.528875;113.596260,23.529089;113.595207,23.529787;113.594910,23.529987;113.594162,23.530491;113.594070,23.530552;113.594040,23.530573',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行177米到达从化客运站',\n",
       "         'road': [],\n",
       "         'distance': '177',\n",
       "         'duration': [],\n",
       "         'polyline': '113.594032,23.530573;113.594093,23.530716;113.593964,23.530838;113.593857,23.530937;113.594650,23.531696;113.594719,23.531767',\n",
       "         'action': [],\n",
       "         'assistant_action': '到达从化客运站'}]},\n",
       "      'bus': {'buslines': [{'departure_stop': {'name': '从化客运站',\n",
       "          'id': '900000074702002',\n",
       "          'location': '113.594721,23.531769'},\n",
       "         'arrival_stop': {'name': '竹料',\n",
       "          'id': '900000074702009',\n",
       "          'location': '113.368332,23.348496'},\n",
       "         'name': '地铁14号线(东风--嘉禾望岗)',\n",
       "         'id': '900000074702',\n",
       "         'type': '地铁线路',\n",
       "         'distance': '33473',\n",
       "         'duration': '1725',\n",
       "         'polyline': '113.594721,23.531769;113.593793,23.530889;113.593514,23.530681;113.582531,23.523276;113.581939,23.522822;113.580606,23.521696;113.577554,23.519552;113.577306,23.519352;113.576647,23.518756;113.576100,23.518162;113.575851,23.517843;113.575586,23.517468;113.575373,23.517137;113.571854,23.511367;113.571405,23.510602;113.571158,23.510226;113.570946,23.509891;113.570794,23.509630;113.570515,23.509158;113.569879,23.508135;113.569313,23.507131;113.568589,23.506017;113.568113,23.505381;113.567879,23.505069;113.567466,23.504621;113.567032,23.504215;113.566611,23.503881;113.566249,23.503674;113.565962,23.503527;113.565583,23.503355;113.564980,23.503094;113.562662,23.502186;113.561001,23.501509;113.560204,23.501199;113.559508,23.500933;113.557021,23.500094;113.556656,23.499905;113.556307,23.499664;113.555753,23.499216;113.554867,23.498542;113.554105,23.498082;113.552442,23.497174;113.551145,23.496444;113.550153,23.495930;113.548415,23.494993;113.546750,23.494078;113.545995,23.493606;113.545431,23.493214;113.544218,23.492366;113.543013,23.491516;113.542268,23.491042;113.541798,23.490826;113.541394,23.490688;113.537759,23.489749;113.534858,23.489004;113.534189,23.488774;113.533639,23.488559;113.533235,23.488365;113.532487,23.487938;113.531679,23.487383;113.531354,23.487147;113.531054,23.486862;113.530690,23.486477;113.530533,23.486275;113.530371,23.486068;113.529356,23.484737;113.528785,23.484076;113.528050,23.483065;113.527645,23.482451;113.527383,23.482099;113.525249,23.479331;113.524824,23.478821;113.524484,23.478512;113.524171,23.478277;113.523707,23.477996;113.520505,23.476234;113.519798,23.475886;113.518851,23.475543;113.518173,23.475343;113.517396,23.475101;113.516620,23.474853;113.514628,23.474225;113.513654,23.473944;113.512313,23.473523;113.510575,23.472981;113.510025,23.472795;113.509156,23.472477;113.508554,23.472225;113.507918,23.471936;113.506245,23.471060;113.502355,23.469038;113.501282,23.468473;113.500901,23.468254;113.500540,23.468019;113.500190,23.467722;113.499845,23.467380;113.499424,23.466854;113.499246,23.466540;113.498897,23.465841;113.498032,23.463973;113.496780,23.461391;113.496584,23.460998;113.496135,23.460378;113.495288,23.459364;113.494274,23.458157;113.493617,23.457262;113.493341,23.456794;113.493016,23.456129;113.492764,23.455544;113.492576,23.454966;113.492361,23.454088;113.492091,23.452705;113.491955,23.452090;113.491817,23.451477;113.489224,23.440035;113.489015,23.439451;113.488854,23.439095;113.488760,23.438880;113.488503,23.438437;113.488269,23.438073;113.488012,23.437768;113.487443,23.437141;113.486746,23.436504;113.486417,23.436172;113.485760,23.435550;113.484491,23.434351;113.483937,23.433862;113.483409,23.433421;113.482444,23.432639;113.481764,23.432121;113.481283,23.431736;113.481008,23.431476;113.480788,23.431212;113.480494,23.430763;113.480205,23.430295;113.479907,23.429785;113.478958,23.428208;113.477684,23.426117;113.476188,23.423553;113.474905,23.421317;113.474055,23.419732;113.473835,23.419289;113.473546,23.418871;113.473251,23.418521;113.472894,23.418187;113.472430,23.417783;113.471727,23.417217;113.471270,23.416803;113.470947,23.416529;113.470641,23.416241;113.470224,23.415858;113.470090,23.415765;113.469665,23.415415;113.469203,23.415032;113.468546,23.414490;113.467914,23.413979;113.467731,23.413830;113.467528,23.413653;113.467060,23.413259;113.466588,23.412863;113.466322,23.412656;113.466030,23.412456;113.465708,23.412246;113.464033,23.411153;113.462488,23.410016;113.461693,23.409433;113.461037,23.408860;113.460356,23.408090;113.458140,23.405268;113.455937,23.402468;113.454987,23.401185;113.454097,23.399932;113.452018,23.396597;113.451657,23.395983;113.451306,23.395410;113.450614,23.394246;113.450388,23.393877;113.450167,23.393501;113.449643,23.392666;113.449271,23.392187;113.448884,23.391755;113.448498,23.391388;113.448098,23.391056;113.447540,23.390667;113.447025,23.390357;113.446255,23.389990;113.445456,23.389709;113.443608,23.389116;113.442632,23.388803;113.442261,23.388677;113.441822,23.388505;113.441430,23.388338;113.440939,23.388106;113.435192,23.385313;113.434762,23.385121;113.434344,23.384961;113.433955,23.384848;113.433544,23.384757;113.433249,23.384716;113.432819,23.384676;113.432461,23.384661;113.425483,23.384512;113.424582,23.384472;113.423898,23.384389;113.423031,23.384234;113.422138,23.383997;113.411981,23.381242;113.408260,23.380233;113.407336,23.379973;113.406731,23.379768;113.406086,23.379515;113.405257,23.379088;113.404571,23.378631;113.401037,23.375938;113.400686,23.375649;113.400334,23.375356;113.398452,23.373735;113.396191,23.371772;113.395418,23.371053;113.392924,23.368931;113.392194,23.368315;113.391483,23.367774;113.390984,23.367436;113.390403,23.367102;113.389625,23.366700;113.388968,23.366356;113.388018,23.365888;113.382425,23.363148;113.380193,23.362045;113.379368,23.361579;113.378509,23.361084;113.377712,23.360591;113.376864,23.360062;113.375864,23.359406;113.375210,23.358915;113.374547,23.358336;113.374027,23.357826;113.372414,23.356234;113.372083,23.355874;113.371771,23.355480;113.371594,23.355219;113.371471,23.355014;113.371211,23.354531;113.369898,23.351813;113.368597,23.349044;113.368332,23.348496',\n",
       "         'bustimetag': '0',\n",
       "         'start_time': '0600',\n",
       "         'end_time': '2235',\n",
       "         'via_num': '6',\n",
       "         'via_stops': [{'name': '赤草',\n",
       "           'id': '900000074702003',\n",
       "           'location': '113.560204,23.501199'},\n",
       "          {'name': '神岗',\n",
       "           'id': '900000074702004',\n",
       "           'location': '113.517396,23.475101'},\n",
       "          {'name': '太平',\n",
       "           'id': '900000074702005',\n",
       "           'location': '113.491955,23.452090'},\n",
       "          {'name': '新和',\n",
       "           'id': '900000074702006',\n",
       "           'location': '113.467060,23.413259'},\n",
       "          {'name': '马沥',\n",
       "           'id': '900000074702007',\n",
       "           'location': '113.450388,23.393877'},\n",
       "          {'name': '钟落潭',\n",
       "           'id': '900000074702008',\n",
       "           'location': '113.400686,23.375649'}]}]},\n",
       "      'entrance': {'name': 'D口', 'location': '113.594101,23.530722'},\n",
       "      'exit': {'name': 'C口', 'location': '113.367546,23.348330'},\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}},\n",
       "     {'taxi': [],\n",
       "      'walking': {'origin': '113.368324,23.348494',\n",
       "       'destination': '113.369118,23.351004',\n",
       "       'distance': '570',\n",
       "       'duration': '488',\n",
       "       'steps': [{'instruction': '步行133米右转',\n",
       "         'road': [],\n",
       "         'distance': '133',\n",
       "         'duration': [],\n",
       "         'polyline': '113.368324,23.348494;113.368088,23.348017;113.367516,23.348251;113.367546,23.348330',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行73米右转',\n",
       "         'road': [],\n",
       "         'distance': '73',\n",
       "         'duration': [],\n",
       "         'polyline': '113.367546,23.348330;113.367783,23.348326;113.367874,23.348343;113.367928,23.348368;113.368126,23.348598',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿大纲领角隆路步行15米左转',\n",
       "         'road': '大纲领角隆路',\n",
       "         'distance': '15',\n",
       "         'duration': [],\n",
       "         'polyline': '113.368126,23.348595;113.368271,23.348568',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿广从公路步行301米左转',\n",
       "         'road': '广从公路',\n",
       "         'distance': '301',\n",
       "         'duration': [],\n",
       "         'polyline': '113.368271,23.348562;113.368790,23.349606;113.369324,23.350712;113.369492,23.351055',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿纲领路步行32米左转',\n",
       "         'road': '纲领路',\n",
       "         'distance': '32',\n",
       "         'duration': [],\n",
       "         'polyline': '113.369492,23.351055;113.369339,23.351093;113.369179,23.351137',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行16米到达地铁竹料站总站',\n",
       "         'road': [],\n",
       "         'distance': '16',\n",
       "         'duration': [],\n",
       "         'polyline': '113.369179,23.351137;113.369118,23.351004',\n",
       "         'action': [],\n",
       "         'assistant_action': '到达地铁竹料站总站'}]},\n",
       "      'bus': {'buslines': [{'departure_stop': {'name': '地铁竹料站总站',\n",
       "          'id': '440100014736002',\n",
       "          'location': '113.369115,23.351003'},\n",
       "         'arrival_stop': {'name': '龙岗村',\n",
       "          'id': '440100014736010',\n",
       "          'location': '113.384056,23.392670'},\n",
       "         'name': '727路(地铁竹料站总站--钟落潭公交总站)',\n",
       "         'id': '440100014736',\n",
       "         'type': '普通公交线路',\n",
       "         'distance': '9455',\n",
       "         'duration': '1803',\n",
       "         'polyline': '113.369115,23.351003;113.369171,23.351137;113.369340,23.351094;113.369488,23.351059;113.369323,23.350716;113.368785,23.349605;113.368299,23.348585;113.367895,23.347704;113.367726,23.347270;113.367747,23.347209;113.367821,23.347227;113.367938,23.347522;113.368225,23.348155;113.368715,23.349197;113.369041,23.349870;113.369297,23.350404;113.369592,23.351020;113.369983,23.351845;113.370230,23.352348;113.370412,23.352734;113.370738,23.353429;113.370907,23.353772;113.371120,23.354210;113.371328,23.354653;113.371389,23.354774;113.371658,23.355230;113.371984,23.355690;113.372300,23.356059;113.372452,23.356211;113.372678,23.356437;113.373082,23.356836;113.373255,23.356931;113.373429,23.357027;113.373685,23.357196;113.373728,23.357231;113.374557,23.357982;113.375239,23.358628;113.375352,23.358728;113.375773,23.359054;113.375482,23.359271;113.375143,23.359501;113.373906,23.360161;113.373155,23.360573;113.371701,23.361341;113.369887,23.362201;113.369045,23.362595;113.368472,23.362869;113.367595,23.363281;113.366827,23.363646;113.366124,23.363984;113.365273,23.364405;113.364575,23.364735;113.363793,23.365113;113.362908,23.365525;113.362543,23.365638;113.362235,23.365712;113.361771,23.365803;113.361237,23.365916;113.360712,23.366029;113.359705,23.366250;113.358529,23.366458;113.357938,23.366593;113.357734,23.366619;113.357504,23.366610;113.356931,23.366563;113.356727,23.366545;113.355230,23.366411;113.355226,23.366541;113.355195,23.367352;113.355208,23.367917;113.355213,23.368155;113.355226,23.368472;113.355243,23.368572;113.355321,23.368737;113.355324,23.368742;113.355324,23.368752;113.355431,23.368916;113.355659,23.369066;113.355736,23.369154;113.355881,23.369389;113.355957,23.369553;113.356270,23.370342;113.356865,23.372660;113.356934,23.372910;113.357109,23.373611;113.357140,23.373775;113.357132,23.373920;113.357101,23.374081;113.357048,23.374249;113.356934,23.374527;113.356903,23.374599;113.356880,23.374741;113.356888,23.374983;113.356934,23.375231;113.357002,23.375687;113.357315,23.375755;113.357704,23.375847;113.358604,23.375851;113.359314,23.375893;113.359428,23.375902;113.359528,23.375912;113.360001,23.375956;113.360123,23.375969;113.361801,23.376120;113.362602,23.376165;113.363808,23.376249;113.364578,23.376316;113.365532,23.376371;113.366699,23.376463;113.366997,23.376476;113.367241,23.376490;113.367279,23.376801;113.367386,23.377365;113.367477,23.377855;113.367531,23.378025;113.367706,23.378365;113.368042,23.378866;113.368073,23.378906;113.368874,23.379992;113.369934,23.381493;113.370140,23.381784;113.370361,23.382080;113.371056,23.382826;113.371780,23.383551;113.371910,23.383680;113.372276,23.384209;113.372345,23.384302;113.372368,23.384314;113.372421,23.384354;113.373482,23.384964;113.374466,23.385582;113.375481,23.386229;113.376518,23.386913;113.376755,23.387104;113.377121,23.387423;113.378044,23.388285;113.378403,23.388638;113.378815,23.389027;113.378906,23.389097;113.379158,23.389311;113.379356,23.389549;113.379601,23.389891;113.379623,23.389927;113.379890,23.390261;113.380348,23.390888;113.380531,23.390894;113.381447,23.390915;113.381508,23.391016;113.381775,23.391233;113.381851,23.391306;113.382278,23.391945;113.382530,23.392427;113.382614,23.392551;113.383278,23.393538;113.383743,23.393061;113.383759,23.392992;113.384056,23.392670',\n",
       "         'bustimetag': '3',\n",
       "         'start_time': [],\n",
       "         'end_time': [],\n",
       "         'via_num': '5',\n",
       "         'via_stops': [{'name': '竹料墟',\n",
       "           'id': '440100014736017',\n",
       "           'location': '113.355226,23.366541'},\n",
       "          {'name': '竹一村',\n",
       "           'id': '440100014736007',\n",
       "           'location': '113.355321,23.368737'},\n",
       "          {'name': '红旗童庄中心街路口',\n",
       "           'id': '440100014736019',\n",
       "           'location': '113.359428,23.375902'},\n",
       "          {'name': '红旗中心(博罗庄)',\n",
       "           'id': '440100014736015',\n",
       "           'location': '113.366997,23.376476'},\n",
       "          {'name': '博罗村',\n",
       "           'id': '440100014736009',\n",
       "           'location': '113.372368,23.384314'}]}]},\n",
       "      'entrance': [],\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}},\n",
       "     {'taxi': [],\n",
       "      'walking': {'origin': '113.384056,23.392670',\n",
       "       'destination': '113.384666,23.392395',\n",
       "       'distance': '85',\n",
       "       'duration': '72',\n",
       "       'steps': [{'instruction': '沿龙岗双龙路步行59米左转',\n",
       "         'road': '龙岗双龙路',\n",
       "         'distance': '59',\n",
       "         'duration': [],\n",
       "         'polyline': '113.384056,23.392670;113.384430,23.392265',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行26米',\n",
       "         'road': [],\n",
       "         'distance': '26',\n",
       "         'duration': [],\n",
       "         'polyline': '113.384430,23.392262;113.384476,23.392305;113.384583,23.392353;113.384644,23.392387;113.384666,23.392395',\n",
       "         'action': [],\n",
       "         'assistant_action': []}]},\n",
       "      'bus': {'buslines': []},\n",
       "      'entrance': [],\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}}]},\n",
       "   {'cost': '13.0',\n",
       "    'duration': '9044',\n",
       "    'nightflag': '0',\n",
       "    'walking_distance': '1050',\n",
       "    'distance': '53887',\n",
       "    'missed': '0',\n",
       "    'segments': [{'taxi': [],\n",
       "      'walking': {'origin': '113.679016,23.632349',\n",
       "       'destination': '113.676613,23.631285',\n",
       "       'distance': '513',\n",
       "       'duration': '439',\n",
       "       'steps': [{'instruction': '步行57米右转',\n",
       "         'road': [],\n",
       "         'distance': '57',\n",
       "         'duration': [],\n",
       "         'polyline': '113.679016,23.632349;113.678528,23.632097',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行47米向左前方行走',\n",
       "         'road': [],\n",
       "         'distance': '47',\n",
       "         'duration': [],\n",
       "         'polyline': '113.678528,23.632092;113.678398,23.632166;113.678101,23.632261',\n",
       "         'action': '向左前方行走',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行218米左转',\n",
       "         'road': [],\n",
       "         'distance': '218',\n",
       "         'duration': [],\n",
       "         'polyline': '113.678101,23.632261;113.677834,23.632261;113.677551,23.632200;113.677399,23.632179;113.677284,23.632200;113.677177,23.632244;113.677017,23.632357;113.676811,23.632534;113.676582,23.632778;113.676430,23.632904;113.676292,23.632969',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿博学路步行191米到达中大南方学院',\n",
       "         'road': '博学路',\n",
       "         'distance': '191',\n",
       "         'duration': [],\n",
       "         'polyline': '113.676285,23.632969;113.676292,23.632227;113.676338,23.631948;113.676430,23.631676;113.676491,23.631540;113.676613,23.631285',\n",
       "         'action': [],\n",
       "         'assistant_action': '到达中大南方学院'}]},\n",
       "      'bus': {'buslines': [{'departure_stop': {'name': '中大南方学院',\n",
       "          'id': '900000111141002',\n",
       "          'location': '113.676613,23.631281'},\n",
       "         'arrival_stop': {'name': '沙塱村',\n",
       "          'id': '900000111141015',\n",
       "          'location': '113.615547,23.557409'},\n",
       "         'name': '从15路(中大南方学院--从化汽车站总站)',\n",
       "         'id': '900000111141',\n",
       "         'type': '普通公交线路',\n",
       "         'distance': '15234',\n",
       "         'duration': '2813',\n",
       "         'polyline': '113.676613,23.631281;113.676460,23.631588;113.676430,23.631672;113.676338,23.631945;113.676292,23.632223;113.676285,23.632969;113.676285,23.633560;113.676300,23.633738;113.676331,23.633875;113.676399,23.634016;113.676460,23.634111;113.676521,23.634193;113.676781,23.634409;113.676857,23.634357;113.676933,23.634340;113.677032,23.634354;113.677094,23.634396;113.677139,23.634459;113.677147,23.634535;113.677139,23.634600;113.677086,23.634663;113.677032,23.634701;113.676918,23.634718;113.676857,23.634701;113.676788,23.634657;113.675262,23.636129;113.675156,23.636263;113.675026,23.636467;113.674973,23.636566;113.674957,23.636702;113.674957,23.636845;113.674995,23.636995;113.675377,23.637886;113.675430,23.638042;113.675522,23.638659;113.675529,23.638998;113.675514,23.639132;113.675446,23.639311;113.675331,23.639582;113.675102,23.640036;113.675003,23.640186;113.674309,23.641024;113.673347,23.642139;113.672981,23.642536;113.672935,23.642578;113.672173,23.643307;113.671707,23.643766;113.671432,23.644045;113.673103,23.644968;113.674362,23.645651;113.675461,23.646276;113.675964,23.646635;113.676407,23.647018;113.676376,23.647089;113.675964,23.646744;113.675735,23.646566;113.675468,23.646385;113.675095,23.646172;113.673004,23.645004;113.669968,23.643330;113.669167,23.642881;113.668770,23.642673;113.668594,23.642578;113.667007,23.641693;113.666145,23.641171;113.665314,23.640564;113.665253,23.640511;113.665016,23.640301;113.664772,23.640064;113.664551,23.639812;113.664406,23.639662;113.664207,23.639400;113.663925,23.639021;113.663574,23.638451;113.663361,23.638020;113.662323,23.635933;113.661949,23.635181;113.661461,23.634266;113.661224,23.633898;113.660843,23.633383;113.660683,23.633192;113.660248,23.632704;113.659721,23.632172;113.659370,23.631880;113.659256,23.631794;113.658989,23.631588;113.658897,23.631519;113.658211,23.631102;113.657707,23.630760;113.657425,23.630590;113.656944,23.630304;113.656940,23.630304;113.654336,23.628741;113.653850,23.628416;113.653598,23.628225;113.652383,23.627179;113.650165,23.625326;113.650022,23.625221;113.649766,23.625013;113.649731,23.624987;113.649731,23.624983;113.648980,23.624384;113.648611,23.624063;113.647843,23.623442;113.647361,23.623090;113.646780,23.622721;113.646345,23.622465;113.645981,23.622287;113.645595,23.622131;113.645117,23.621992;113.644709,23.621914;113.644640,23.621901;113.644635,23.621901;113.644375,23.621862;113.643255,23.621749;113.642578,23.621667;113.642474,23.621645;113.642027,23.621541;113.641450,23.621354;113.640525,23.621033;113.639332,23.620603;113.639184,23.620543;113.638850,23.620412;113.638433,23.620213;113.638325,23.620156;113.638329,23.620155;113.636047,23.618944;113.635544,23.618668;113.635254,23.618481;113.634750,23.618097;113.634514,23.617891;113.634254,23.617622;113.633980,23.617271;113.633636,23.616779;113.633057,23.615911;113.632957,23.615774;113.632401,23.614927;113.631912,23.614172;113.631660,23.613710;113.631432,23.613142;113.631287,23.612659;113.630905,23.611076;113.630844,23.610802;113.630844,23.610798;113.630768,23.610516;113.630661,23.610060;113.630569,23.609705;113.630554,23.609617;113.630501,23.609388;113.630119,23.607822;113.629776,23.606388;113.629395,23.604740;113.628891,23.602587;113.628479,23.600821;113.628136,23.599293;113.627968,23.598680;113.627953,23.598633;113.627884,23.598433;113.627785,23.598202;113.627632,23.597919;113.627487,23.597683;113.627281,23.597401;113.627037,23.597139;113.626106,23.596230;113.625641,23.595755;113.624992,23.595139;113.624092,23.594326;113.623161,23.593433;113.622879,23.593147;113.622734,23.592981;113.622383,23.592590;113.622055,23.592186;113.621872,23.591957;113.621574,23.591545;113.621292,23.591133;113.621117,23.590864;113.620880,23.590433;113.620735,23.590164;113.620674,23.590054;113.620673,23.590052;113.620603,23.589913;113.619475,23.587643;113.619401,23.587491;113.619401,23.587487;113.619175,23.587040;113.618984,23.586658;113.618893,23.586471;113.618598,23.585868;113.618108,23.584874;113.617930,23.584440;113.617769,23.583928;113.617708,23.583646;113.617630,23.583073;113.617582,23.582478;113.617578,23.582357;113.617578,23.582361;113.617584,23.582365;113.617584,23.582359;113.617554,23.581884;113.617485,23.580811;113.617477,23.580591;113.617485,23.580204;113.617493,23.579849;113.617554,23.579384;113.617668,23.578743;113.617760,23.578316;113.617790,23.578138;113.618042,23.576904;113.618080,23.576723;113.618095,23.576658;113.618118,23.576557;113.618187,23.576189;113.618347,23.575378;113.618416,23.574808;113.618423,23.574497;113.618408,23.574158;113.618286,23.573481;113.618263,23.573381;113.618210,23.573103;113.618210,23.573111;113.618210,23.573120;113.618210,23.573116;113.618172,23.572929;113.618080,23.572432;113.618034,23.572153;113.618011,23.571901;113.617989,23.571444;113.618034,23.570911;113.618187,23.569813;113.618332,23.568825;113.618462,23.567951;113.618652,23.566698;113.618759,23.565947;113.618790,23.565674;113.618828,23.565474;113.618843,23.565365;113.618874,23.565182;113.618896,23.565014;113.618896,23.564964;113.619118,23.563465;113.619171,23.563156;113.619263,23.562523;113.619286,23.562109;113.619263,23.561775;113.619232,23.561602;113.619171,23.561384;113.619011,23.561010;113.618790,23.560673;113.618652,23.560495;113.618149,23.559973;113.617950,23.559765;113.616966,23.558811;113.615730,23.557600;113.615547,23.557409',\n",
       "         'bustimetag': '0',\n",
       "         'start_time': '0900',\n",
       "         'end_time': '1800',\n",
       "         'via_num': '12',\n",
       "         'via_stops': [{'name': '卫东',\n",
       "           'id': '900000111141003',\n",
       "           'location': '113.671707,23.643766'},\n",
       "          {'name': '交警温泉中队',\n",
       "           'id': '900000111141029',\n",
       "           'location': '113.656944,23.630304'},\n",
       "          {'name': '冲口',\n",
       "           'id': '900000111141022',\n",
       "           'location': '113.649731,23.624987'},\n",
       "          {'name': '牛步迳',\n",
       "           'id': '900000111141006',\n",
       "           'location': '113.644640,23.621901'},\n",
       "          {'name': '华辉度假村',\n",
       "           'id': '900000111141023',\n",
       "           'location': '113.638325,23.620156'},\n",
       "          {'name': '温泉镇政府',\n",
       "           'id': '900000111141008',\n",
       "           'location': '113.632957,23.615774'},\n",
       "          {'name': '云星村',\n",
       "           'id': '900000111141024',\n",
       "           'location': '113.630844,23.610802'},\n",
       "          {'name': '宣星路口',\n",
       "           'id': '900000111141010',\n",
       "           'location': '113.628891,23.602587'},\n",
       "          {'name': '新华',\n",
       "           'id': '900000111141011',\n",
       "           'location': '113.620674,23.590054'},\n",
       "          {'name': '水底村',\n",
       "           'id': '900000111141012',\n",
       "           'location': '113.619401,23.587491'},\n",
       "          {'name': '南洋学院',\n",
       "           'id': '900000111141028',\n",
       "           'location': '113.617578,23.582357'},\n",
       "          {'name': '江埔社区',\n",
       "           'id': '900000111141014',\n",
       "           'location': '113.618210,23.573103'}]}]},\n",
       "      'entrance': [],\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}},\n",
       "     {'taxi': [],\n",
       "      'walking': {'origin': '113.615540,23.557409',\n",
       "       'destination': '113.615555,23.557423',\n",
       "       'distance': '1',\n",
       "       'duration': '0',\n",
       "       'steps': [{'instruction': '沿环市东路步行1米到达沙塱村',\n",
       "         'road': '环市东路',\n",
       "         'distance': '1',\n",
       "         'duration': [],\n",
       "         'polyline': '113.615540,23.557409;113.615555,23.557423',\n",
       "         'action': [],\n",
       "         'assistant_action': '到达沙塱村'}]},\n",
       "      'bus': {'buslines': [{'departure_stop': {'name': '沙塱村',\n",
       "          'id': '900000069692017',\n",
       "          'location': '113.615556,23.557422'},\n",
       "         'arrival_stop': {'name': '地铁从化客运站(姓钟围)',\n",
       "          'id': '900000069692047',\n",
       "          'location': '113.594136,23.530360'},\n",
       "         'name': '从11路(良口客运站总站--从化汽车站总站)',\n",
       "         'id': '900000069692',\n",
       "         'type': '普通公交线路',\n",
       "         'distance': '5617',\n",
       "         'duration': '1431',\n",
       "         'polyline': '113.615556,23.557422;113.615555,23.557423;113.615356,23.557222;113.615105,23.556976;113.614723,23.556602;113.614052,23.555933;113.613762,23.555609;113.613365,23.555122;113.613190,23.554810;113.613129,23.554688;113.613052,23.554518;113.612823,23.554016;113.612648,23.553556;113.612625,23.553484;113.612602,23.553438;113.612549,23.553284;113.612282,23.552565;113.612068,23.551991;113.611961,23.551771;113.611816,23.551476;113.611557,23.551102;113.611328,23.550846;113.611069,23.550591;113.610435,23.550077;113.610260,23.549927;113.610256,23.549926;113.609961,23.549688;113.609462,23.549288;113.609206,23.549063;113.609054,23.548924;113.608841,23.548676;113.608455,23.548498;113.606888,23.547691;113.606845,23.547669;113.606445,23.547491;113.604735,23.546732;113.604258,23.546549;113.603850,23.546424;113.603303,23.546315;113.602856,23.546276;113.602331,23.546280;113.601775,23.546289;113.601445,23.546293;113.601037,23.546324;113.600898,23.546328;113.600543,23.546345;113.600299,23.546354;113.599492,23.546393;113.599071,23.546372;113.598633,23.546350;113.598485,23.546345;113.597431,23.546293;113.597292,23.546285;113.596784,23.546215;113.596259,23.546141;113.595929,23.546085;113.595829,23.546059;113.595833,23.546059;113.595842,23.546063;113.595838,23.546063;113.595816,23.546055;113.595694,23.546007;113.595564,23.545872;113.595464,23.545716;113.595430,23.545612;113.595395,23.545326;113.595421,23.545178;113.595512,23.544926;113.595673,23.544536;113.595864,23.544071;113.596029,23.543698;113.596133,23.543472;113.596181,23.543372;113.596181,23.543368;113.596385,23.542938;113.596571,23.542474;113.596641,23.542292;113.596732,23.541897;113.596793,23.540833;113.596801,23.540686;113.596849,23.539996;113.596875,23.539618;113.596940,23.539149;113.596979,23.538963;113.597044,23.538598;113.597127,23.538147;113.597331,23.537396;113.597491,23.536810;113.597622,23.536345;113.597726,23.535994;113.597782,23.535790;113.597821,23.535660;113.597921,23.535308;113.597960,23.535174;113.597309,23.534531;113.597240,23.534457;113.597240,23.534453;113.596385,23.533550;113.595707,23.532895;113.595521,23.532713;113.593746,23.531024;113.593303,23.530686;113.592305,23.530000;113.591441,23.529436;113.591215,23.529306;113.590842,23.529058;113.589913,23.528459;113.589280,23.528021;113.589418,23.527843;113.589701,23.528012;113.590165,23.528325;113.590768,23.528741;113.591194,23.529049;113.591411,23.529167;113.593051,23.530286;113.593329,23.530482;113.593572,23.530712;113.593798,23.530590;113.593989,23.530460;113.594136,23.530360',\n",
       "         'bustimetag': '0',\n",
       "         'start_time': '0630',\n",
       "         'end_time': '1930',\n",
       "         'via_num': '6',\n",
       "         'via_stops': [{'name': '凤院路口',\n",
       "           'id': '900000069692018',\n",
       "           'location': '113.610260,23.549927'},\n",
       "          {'name': '大江路口',\n",
       "           'id': '900000069692045',\n",
       "           'location': '113.602331,23.546280'},\n",
       "          {'name': '河东广场',\n",
       "           'id': '900000069692023',\n",
       "           'location': '113.595829,23.546059'},\n",
       "          {'name': '河东市场',\n",
       "           'id': '900000069692046',\n",
       "           'location': '113.596181,23.543372'},\n",
       "          {'name': '七星路口',\n",
       "           'id': '900000069692024',\n",
       "           'location': '113.596801,23.540686'},\n",
       "          {'name': '联星西华站',\n",
       "           'id': '900000069692037',\n",
       "           'location': '113.597240,23.534457'}]},\n",
       "        {'departure_stop': {'name': '沙塱村',\n",
       "          'id': '900000111132014',\n",
       "          'location': '113.615547,23.557409'},\n",
       "         'arrival_stop': {'name': '地铁从化客运站(姓钟围)',\n",
       "          'id': '900000111132034',\n",
       "          'location': '113.594154,23.530352'},\n",
       "         'name': '从14路(高坣总站--从化汽车站总站)',\n",
       "         'id': '900000111132',\n",
       "         'type': '普通公交线路',\n",
       "         'distance': '5899',\n",
       "         'duration': '2189',\n",
       "         'polyline': '113.615547,23.557409;113.615356,23.557222;113.615105,23.556976;113.614723,23.556602;113.614052,23.555933;113.613762,23.555609;113.613365,23.555122;113.613190,23.554810;113.613129,23.554688;113.613052,23.554518;113.612823,23.554016;113.612648,23.553556;113.612625,23.553484;113.612602,23.553438;113.612549,23.553284;113.612495,23.553146;113.612495,23.553143;113.612282,23.552565;113.612068,23.551991;113.611961,23.551771;113.611816,23.551476;113.611557,23.551102;113.611328,23.550846;113.611069,23.550591;113.610443,23.550087;113.610451,23.550087;113.610451,23.550091;113.610451,23.550087;113.610435,23.550077;113.609962,23.549686;113.609459,23.549290;113.609207,23.549063;113.609055,23.548923;113.608841,23.548676;113.608452,23.548498;113.607582,23.548014;113.606888,23.547691;113.606842,23.547668;113.606445,23.547491;113.604736,23.546732;113.604256,23.546549;113.603851,23.546425;113.603310,23.546316;113.603050,23.546289;113.602783,23.546267;113.602432,23.546276;113.602196,23.546280;113.601173,23.546316;113.600891,23.546324;113.600777,23.546329;113.600304,23.546352;113.599495,23.546392;113.599075,23.546371;113.598633,23.546349;113.598442,23.546337;113.597534,23.546303;113.597290,23.546284;113.596779,23.546215;113.596260,23.546143;113.595970,23.546103;113.595879,23.546072;113.595877,23.546072;113.595816,23.546055;113.595694,23.546007;113.595564,23.545872;113.595464,23.545716;113.595430,23.545612;113.595395,23.545326;113.595421,23.545178;113.595512,23.544926;113.595673,23.544536;113.595864,23.544071;113.596029,23.543698;113.596133,23.543472;113.596385,23.542938;113.596571,23.542474;113.596641,23.542292;113.596732,23.541897;113.596793,23.540833;113.596849,23.539996;113.596875,23.539618;113.596940,23.539149;113.596979,23.538963;113.597044,23.538598;113.597127,23.538147;113.597331,23.537396;113.597491,23.536810;113.597622,23.536345;113.597726,23.535994;113.597782,23.535790;113.597821,23.535660;113.597921,23.535308;113.597960,23.535174;113.597309,23.534531;113.597227,23.534440;113.597222,23.534440;113.596385,23.533550;113.595707,23.532895;113.595521,23.532713;113.593746,23.531024;113.593303,23.530686;113.592305,23.530000;113.591441,23.529436;113.591215,23.529306;113.590842,23.529058;113.589913,23.528459;113.589280,23.528021;113.589418,23.527843;113.589701,23.528012;113.590165,23.528325;113.590768,23.528741;113.591194,23.529049;113.591411,23.529167;113.593051,23.530286;113.593329,23.530482;113.593572,23.530712;113.593798,23.530590;113.593989,23.530460;113.594154,23.530352',\n",
       "         'bustimetag': '0',\n",
       "         'start_time': '0700',\n",
       "         'end_time': '1840',\n",
       "         'via_num': '5',\n",
       "         'via_stops': [{'name': '凤院北',\n",
       "           'id': '900000111132031',\n",
       "           'location': '113.612495,23.553146'},\n",
       "          {'name': '凤院路口',\n",
       "           'id': '900000111132015',\n",
       "           'location': '113.610443,23.550087'},\n",
       "          {'name': '大江路口',\n",
       "           'id': '900000111132016',\n",
       "           'location': '113.602196,23.546280'},\n",
       "          {'name': '河东广场',\n",
       "           'id': '900000111132017',\n",
       "           'location': '113.595879,23.546072'},\n",
       "          {'name': '联星西华站',\n",
       "           'id': '900000111132037',\n",
       "           'location': '113.597227,23.534440'}]},\n",
       "        {'departure_stop': {'name': '沙塱村',\n",
       "          'id': '900000111137020',\n",
       "          'location': '113.615543,23.557409'},\n",
       "         'arrival_stop': {'name': '地铁从化客运站(姓钟围)',\n",
       "          'id': '900000111137046',\n",
       "          'location': '113.594184,23.530330'},\n",
       "         'name': '从19路(高坣总站--从化汽车站总站)',\n",
       "         'id': '900000111137',\n",
       "         'type': '普通公交线路',\n",
       "         'distance': '5580',\n",
       "         'duration': '2622',\n",
       "         'polyline': '113.615543,23.557409;113.615547,23.557409;113.615356,23.557222;113.615105,23.556976;113.614723,23.556602;113.614052,23.555933;113.613762,23.555609;113.613365,23.555122;113.613190,23.554810;113.613129,23.554688;113.613052,23.554518;113.612823,23.554016;113.612648,23.553556;113.612625,23.553484;113.612602,23.553438;113.612549,23.553284;113.612526,23.553211;113.612526,23.553207;113.612282,23.552565;113.612068,23.551991;113.611961,23.551771;113.611816,23.551476;113.611557,23.551102;113.611328,23.550846;113.611069,23.550591;113.610451,23.550087;113.610451,23.550091;113.610451,23.550087;113.610435,23.550077;113.609962,23.549686;113.609459,23.549290;113.609207,23.549063;113.609055,23.548923;113.608841,23.548676;113.608452,23.548498;113.607582,23.548014;113.606888,23.547691;113.606842,23.547668;113.606445,23.547491;113.604736,23.546732;113.604256,23.546549;113.603851,23.546425;113.603310,23.546316;113.603050,23.546289;113.602783,23.546267;113.602432,23.546276;113.602196,23.546280;113.602192,23.546285;113.601775,23.546289;113.601445,23.546293;113.601037,23.546324;113.600898,23.546328;113.600543,23.546345;113.600299,23.546354;113.599492,23.546393;113.599071,23.546372;113.598633,23.546350;113.598485,23.546345;113.597431,23.546293;113.597292,23.546285;113.596784,23.546215;113.596259,23.546141;113.595929,23.546085;113.595807,23.546050;113.595803,23.546050;113.595694,23.546007;113.595564,23.545872;113.595464,23.545716;113.595430,23.545612;113.595395,23.545326;113.595421,23.545178;113.595508,23.544926;113.595673,23.544536;113.595868,23.544071;113.596029,23.543698;113.596124,23.543481;113.596415,23.542852;113.596571,23.542474;113.596641,23.542292;113.596732,23.541897;113.596793,23.540833;113.596849,23.539996;113.596875,23.539618;113.596940,23.539149;113.596979,23.538963;113.597044,23.538598;113.597127,23.538147;113.597331,23.537396;113.597491,23.536810;113.597622,23.536350;113.597726,23.535994;113.597782,23.535790;113.597821,23.535660;113.597921,23.535308;113.597960,23.535174;113.597361,23.534583;113.597348,23.534570;113.597344,23.534570;113.596385,23.533550;113.596189,23.533372;113.595694,23.532891;113.595521,23.532713;113.593746,23.531024;113.593310,23.530691;113.591441,23.529436;113.591215,23.529306;113.590851,23.529071;113.589783,23.528372;113.589926,23.528186;113.590156,23.528333;113.590768,23.528741;113.591163,23.529015;113.591302,23.529119;113.591541,23.529249;113.592986,23.530243;113.593329,23.530482;113.593576,23.530712;113.593798,23.530590;113.593989,23.530460;113.594184,23.530330',\n",
       "         'bustimetag': '0',\n",
       "         'start_time': '0725',\n",
       "         'end_time': '1910',\n",
       "         'via_num': '5',\n",
       "         'via_stops': [{'name': '凤院北',\n",
       "           'id': '900000111137036',\n",
       "           'location': '113.612526,23.553211'},\n",
       "          {'name': '凤院路口',\n",
       "           'id': '900000111137021',\n",
       "           'location': '113.610451,23.550087'},\n",
       "          {'name': '大江路口',\n",
       "           'id': '900000111137022',\n",
       "           'location': '113.602196,23.546280'},\n",
       "          {'name': '河东广场',\n",
       "           'id': '900000111137023',\n",
       "           'location': '113.595807,23.546050'},\n",
       "          {'name': '联星西华站',\n",
       "           'id': '900000111137045',\n",
       "           'location': '113.597348,23.534570'}]},\n",
       "        {'departure_stop': {'name': '沙塱村',\n",
       "          'id': '900000069254053',\n",
       "          'location': '113.615534,23.557400'},\n",
       "         'arrival_stop': {'name': '地铁从化客运站(姓钟围)',\n",
       "          'id': '900000069254055',\n",
       "          'location': '113.594258,23.530282'},\n",
       "         'name': '从12路(吕田客运站总站--从化汽车站总站)',\n",
       "         'id': '900000069254',\n",
       "         'type': '普通公交线路',\n",
       "         'distance': '5628',\n",
       "         'duration': '1468',\n",
       "         'polyline': '113.615534,23.557400;113.615534,23.557396;113.615360,23.557222;113.615100,23.556975;113.614718,23.556602;113.614054,23.555933;113.613759,23.555608;113.613372,23.555122;113.613129,23.554688;113.613099,23.554622;113.612826,23.554015;113.612652,23.553555;113.612626,23.553485;113.612609,23.553438;113.612552,23.553286;113.612287,23.552565;113.612070,23.551992;113.611966,23.551771;113.611810,23.551476;113.611554,23.551102;113.611328,23.550846;113.611063,23.550590;113.610451,23.550087;113.610451,23.550091;113.610451,23.550087;113.610435,23.550077;113.609962,23.549686;113.609459,23.549290;113.609207,23.549063;113.609055,23.548923;113.608841,23.548676;113.608452,23.548498;113.607582,23.548014;113.606888,23.547691;113.606842,23.547668;113.606445,23.547491;113.604736,23.546732;113.604256,23.546549;113.603851,23.546425;113.603310,23.546316;113.603050,23.546289;113.602783,23.546267;113.602188,23.546284;113.602188,23.546280;113.601173,23.546316;113.600891,23.546324;113.600777,23.546329;113.600304,23.546352;113.599495,23.546392;113.599075,23.546371;113.598633,23.546349;113.598442,23.546337;113.597534,23.546303;113.597290,23.546284;113.596779,23.546215;113.596260,23.546143;113.595970,23.546103;113.595856,23.546066;113.595855,23.546063;113.595816,23.546055;113.595694,23.546007;113.595564,23.545872;113.595464,23.545716;113.595430,23.545612;113.595395,23.545326;113.595421,23.545178;113.595512,23.544926;113.595673,23.544536;113.595864,23.544071;113.596029,23.543698;113.596133,23.543472;113.596385,23.542938;113.596571,23.542474;113.596641,23.542292;113.596732,23.541897;113.596793,23.540833;113.596810,23.540586;113.596849,23.539996;113.596892,23.539462;113.596979,23.538963;113.597044,23.538598;113.597127,23.538147;113.597331,23.537396;113.597491,23.536810;113.597622,23.536345;113.597726,23.535994;113.597782,23.535790;113.597821,23.535660;113.597921,23.535308;113.597960,23.535174;113.597309,23.534531;113.597231,23.534444;113.596385,23.533550;113.595707,23.532895;113.595521,23.532713;113.593746,23.531024;113.593303,23.530686;113.592305,23.530000;113.591441,23.529436;113.591215,23.529306;113.590842,23.529058;113.589540,23.528203;113.589701,23.528012;113.590165,23.528325;113.590768,23.528741;113.591194,23.529049;113.591411,23.529167;113.593051,23.530286;113.593121,23.530294;113.593567,23.530597;113.593645,23.530603;113.593798,23.530590;113.593989,23.530460;113.594258,23.530282',\n",
       "         'bustimetag': '0',\n",
       "         'start_time': '0630',\n",
       "         'end_time': '1900',\n",
       "         'via_num': '5',\n",
       "         'via_stops': [{'name': '凤院路口',\n",
       "           'id': '900000069254029',\n",
       "           'location': '113.610451,23.550087'},\n",
       "          {'name': '大江路口',\n",
       "           'id': '900000069254030',\n",
       "           'location': '113.602188,23.546284'},\n",
       "          {'name': '河东广场',\n",
       "           'id': '900000069254031',\n",
       "           'location': '113.595856,23.546066'},\n",
       "          {'name': '七星路口',\n",
       "           'id': '900000069254032',\n",
       "           'location': '113.596810,23.540586'},\n",
       "          {'name': '联星西华站',\n",
       "           'id': '900000069254054',\n",
       "           'location': '113.597231,23.534444'}]}]},\n",
       "      'entrance': [],\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}},\n",
       "     {'taxi': [],\n",
       "      'walking': {'origin': '113.594139,23.530359',\n",
       "       'destination': '113.594719,23.531767',\n",
       "       'distance': '274',\n",
       "       'duration': '234',\n",
       "       'steps': [{'instruction': '沿从城大道步行40米左转',\n",
       "         'road': '从城大道',\n",
       "         'distance': '40',\n",
       "         'duration': [],\n",
       "         'polyline': '113.594139,23.530359;113.593994,23.530460;113.593819,23.530577',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行92米左转',\n",
       "         'road': [],\n",
       "         'distance': '92',\n",
       "         'duration': [],\n",
       "         'polyline': '113.593811,23.530582;113.593697,23.530485;113.593513,23.530508;113.593964,23.530838',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行142米到达从化客运站',\n",
       "         'road': [],\n",
       "         'distance': '142',\n",
       "         'duration': [],\n",
       "         'polyline': '113.593964,23.530838;113.593857,23.530937;113.594650,23.531696;113.594719,23.531767',\n",
       "         'action': [],\n",
       "         'assistant_action': '到达从化客运站'}]},\n",
       "      'bus': {'buslines': [{'departure_stop': {'name': '从化客运站',\n",
       "          'id': '900000074702002',\n",
       "          'location': '113.594721,23.531769'},\n",
       "         'arrival_stop': {'name': '钟落潭',\n",
       "          'id': '900000074702008',\n",
       "          'location': '113.400686,23.375649'},\n",
       "         'name': '地铁14号线(东风--嘉禾望岗)',\n",
       "         'id': '900000074702',\n",
       "         'type': '地铁线路',\n",
       "         'distance': '28609',\n",
       "         'duration': '1478',\n",
       "         'polyline': '113.594721,23.531769;113.593793,23.530889;113.593514,23.530681;113.582531,23.523276;113.581939,23.522822;113.580606,23.521696;113.577554,23.519552;113.577306,23.519352;113.576647,23.518756;113.576100,23.518162;113.575851,23.517843;113.575586,23.517468;113.575373,23.517137;113.571854,23.511367;113.571405,23.510602;113.571158,23.510226;113.570946,23.509891;113.570794,23.509630;113.570515,23.509158;113.569879,23.508135;113.569313,23.507131;113.568589,23.506017;113.568113,23.505381;113.567879,23.505069;113.567466,23.504621;113.567032,23.504215;113.566611,23.503881;113.566249,23.503674;113.565962,23.503527;113.565583,23.503355;113.564980,23.503094;113.562662,23.502186;113.561001,23.501509;113.560204,23.501199;113.559508,23.500933;113.557021,23.500094;113.556656,23.499905;113.556307,23.499664;113.555753,23.499216;113.554867,23.498542;113.554105,23.498082;113.552442,23.497174;113.551145,23.496444;113.550153,23.495930;113.548415,23.494993;113.546750,23.494078;113.545995,23.493606;113.545431,23.493214;113.544218,23.492366;113.543013,23.491516;113.542268,23.491042;113.541798,23.490826;113.541394,23.490688;113.537759,23.489749;113.534858,23.489004;113.534189,23.488774;113.533639,23.488559;113.533235,23.488365;113.532487,23.487938;113.531679,23.487383;113.531354,23.487147;113.531054,23.486862;113.530690,23.486477;113.530533,23.486275;113.530371,23.486068;113.529356,23.484737;113.528785,23.484076;113.528050,23.483065;113.527645,23.482451;113.527383,23.482099;113.525249,23.479331;113.524824,23.478821;113.524484,23.478512;113.524171,23.478277;113.523707,23.477996;113.520505,23.476234;113.519798,23.475886;113.518851,23.475543;113.518173,23.475343;113.517396,23.475101;113.516620,23.474853;113.514628,23.474225;113.513654,23.473944;113.512313,23.473523;113.510575,23.472981;113.510025,23.472795;113.509156,23.472477;113.508554,23.472225;113.507918,23.471936;113.506245,23.471060;113.502355,23.469038;113.501282,23.468473;113.500901,23.468254;113.500540,23.468019;113.500190,23.467722;113.499845,23.467380;113.499424,23.466854;113.499246,23.466540;113.498897,23.465841;113.498032,23.463973;113.496780,23.461391;113.496584,23.460998;113.496135,23.460378;113.495288,23.459364;113.494274,23.458157;113.493617,23.457262;113.493341,23.456794;113.493016,23.456129;113.492764,23.455544;113.492576,23.454966;113.492361,23.454088;113.492091,23.452705;113.491955,23.452090;113.491817,23.451477;113.489224,23.440035;113.489015,23.439451;113.488854,23.439095;113.488760,23.438880;113.488503,23.438437;113.488269,23.438073;113.488012,23.437768;113.487443,23.437141;113.486746,23.436504;113.486417,23.436172;113.485760,23.435550;113.484491,23.434351;113.483937,23.433862;113.483409,23.433421;113.482444,23.432639;113.481764,23.432121;113.481283,23.431736;113.481008,23.431476;113.480788,23.431212;113.480494,23.430763;113.480205,23.430295;113.479907,23.429785;113.478958,23.428208;113.477684,23.426117;113.476188,23.423553;113.474905,23.421317;113.474055,23.419732;113.473835,23.419289;113.473546,23.418871;113.473251,23.418521;113.472894,23.418187;113.472430,23.417783;113.471727,23.417217;113.471270,23.416803;113.470947,23.416529;113.470641,23.416241;113.470224,23.415858;113.470090,23.415765;113.469665,23.415415;113.469203,23.415032;113.468546,23.414490;113.467914,23.413979;113.467731,23.413830;113.467528,23.413653;113.467060,23.413259;113.466588,23.412863;113.466322,23.412656;113.466030,23.412456;113.465708,23.412246;113.464033,23.411153;113.462488,23.410016;113.461693,23.409433;113.461037,23.408860;113.460356,23.408090;113.458140,23.405268;113.455937,23.402468;113.454987,23.401185;113.454097,23.399932;113.452018,23.396597;113.451657,23.395983;113.451306,23.395410;113.450614,23.394246;113.450388,23.393877;113.450167,23.393501;113.449643,23.392666;113.449271,23.392187;113.448884,23.391755;113.448498,23.391388;113.448098,23.391056;113.447540,23.390667;113.447025,23.390357;113.446255,23.389990;113.445456,23.389709;113.443608,23.389116;113.442632,23.388803;113.442261,23.388677;113.441822,23.388505;113.441430,23.388338;113.440939,23.388106;113.435192,23.385313;113.434762,23.385121;113.434344,23.384961;113.433955,23.384848;113.433544,23.384757;113.433249,23.384716;113.432819,23.384676;113.432461,23.384661;113.425483,23.384512;113.424582,23.384472;113.423898,23.384389;113.423031,23.384234;113.422138,23.383997;113.411981,23.381242;113.408260,23.380233;113.407336,23.379973;113.406731,23.379768;113.406086,23.379515;113.405257,23.379088;113.404571,23.378631;113.401037,23.375938;113.400686,23.375649',\n",
       "         'bustimetag': '0',\n",
       "         'start_time': '0600',\n",
       "         'end_time': '2235',\n",
       "         'via_num': '5',\n",
       "         'via_stops': [{'name': '赤草',\n",
       "           'id': '900000074702003',\n",
       "           'location': '113.560204,23.501199'},\n",
       "          {'name': '神岗',\n",
       "           'id': '900000074702004',\n",
       "           'location': '113.517396,23.475101'},\n",
       "          {'name': '太平',\n",
       "           'id': '900000074702005',\n",
       "           'location': '113.491955,23.452090'},\n",
       "          {'name': '新和',\n",
       "           'id': '900000074702006',\n",
       "           'location': '113.467060,23.413259'},\n",
       "          {'name': '马沥',\n",
       "           'id': '900000074702007',\n",
       "           'location': '113.450388,23.393877'}]}]},\n",
       "      'entrance': {'name': 'D口', 'location': '113.594101,23.530722'},\n",
       "      'exit': {'name': 'B1口', 'location': '113.400940,23.376270'},\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}},\n",
       "     {'taxi': [],\n",
       "      'walking': {'origin': '113.400688,23.375647',\n",
       "       'destination': '113.401474,23.376528',\n",
       "       'distance': '177',\n",
       "       'duration': '151',\n",
       "       'steps': [{'instruction': '步行115米左转',\n",
       "         'road': [],\n",
       "         'distance': '115',\n",
       "         'duration': [],\n",
       "         'polyline': '113.400688,23.375647;113.400902,23.375820;113.400681,23.376045;113.400940,23.376272;113.401031,23.376146',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿广从公路辅路步行62米到达地铁钟落潭站',\n",
       "         'road': '广从公路辅路',\n",
       "         'distance': '62',\n",
       "         'duration': [],\n",
       "         'polyline': '113.401031,23.376137;113.401474,23.376528',\n",
       "         'action': [],\n",
       "         'assistant_action': '到达地铁钟落潭站'}]},\n",
       "      'bus': {'buslines': [{'departure_stop': {'name': '地铁钟落潭站',\n",
       "          'id': '440100014752057',\n",
       "          'location': '113.401471,23.376523'},\n",
       "         'arrival_stop': {'name': '龙岗村',\n",
       "          'id': '440100014752061',\n",
       "          'location': '113.384064,23.392752'},\n",
       "         'name': '734路(广州华南商贸职业学院总站--寮采村委总站)',\n",
       "         'id': '440100014752',\n",
       "         'type': '普通公交线路',\n",
       "         'distance': '3377',\n",
       "         'duration': '2422',\n",
       "         'polyline': '113.401471,23.376523;113.401474,23.376524;113.401474,23.376534;113.401474,23.376535;113.401474,23.376534;113.401199,23.376280;113.400970,23.376112;113.400879,23.375980;113.400665,23.375702;113.400536,23.375542;113.400261,23.375282;113.400055,23.375465;113.399925,23.375387;113.399467,23.374987;113.399406,23.374901;113.399307,23.374754;113.399254,23.374666;113.399170,23.374578;113.398331,23.373871;113.398148,23.373737;113.397957,23.374140;113.397873,23.374306;113.397476,23.375137;113.396996,23.376125;113.396851,23.376389;113.396797,23.376503;113.396660,23.376799;113.396461,23.377232;113.396317,23.377508;113.396225,23.377728;113.395920,23.378365;113.395645,23.378906;113.395645,23.378920;113.395584,23.379036;113.395172,23.379877;113.394722,23.380816;113.394325,23.381607;113.393532,23.383242;113.393486,23.383347;113.393074,23.384212;113.392494,23.385355;113.392334,23.385683;113.392242,23.385868;113.392052,23.386242;113.391846,23.386667;113.391685,23.386986;113.391525,23.387335;113.391396,23.387709;113.391304,23.388165;113.391235,23.388840;113.391235,23.388838;113.391190,23.389172;113.391113,23.389891;113.391106,23.389982;113.391005,23.390852;113.390930,23.390873;113.390122,23.390909;113.389526,23.390938;113.387772,23.391088;113.387375,23.391125;113.387154,23.391148;113.386383,23.391258;113.386215,23.391298;113.385757,23.391449;113.385559,23.391541;113.385376,23.391640;113.384918,23.391935;113.384483,23.392305;113.384064,23.392752',\n",
       "         'bustimetag': '0',\n",
       "         'start_time': '0700',\n",
       "         'end_time': '2200',\n",
       "         'via_num': '4',\n",
       "         'via_stops': [{'name': '广龙路',\n",
       "           'id': '440100014752070',\n",
       "           'location': '113.396797,23.376503'},\n",
       "          {'name': '广龙路(钟落潭村)',\n",
       "           'id': '440100014752058',\n",
       "           'location': '113.393486,23.383347'},\n",
       "          {'name': '广龙路(龙大庄)',\n",
       "           'id': '440100014752059',\n",
       "           'location': '113.391235,23.388840'},\n",
       "          {'name': '龙岗小学',\n",
       "           'id': '440100014752060',\n",
       "           'location': '113.387772,23.391088'}]}]},\n",
       "      'entrance': [],\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}},\n",
       "     {'taxi': [],\n",
       "      'walking': {'origin': '113.384064,23.392752',\n",
       "       'destination': '113.384666,23.392395',\n",
       "       'distance': '85',\n",
       "       'duration': '72',\n",
       "       'steps': [{'instruction': '沿龙岗双龙路步行65米左转',\n",
       "         'road': '龙岗双龙路',\n",
       "         'distance': '65',\n",
       "         'duration': [],\n",
       "         'polyline': '113.384064,23.392752;113.384476,23.392309',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行20米',\n",
       "         'road': [],\n",
       "         'distance': '20',\n",
       "         'duration': [],\n",
       "         'polyline': '113.384476,23.392305;113.384583,23.392353;113.384644,23.392387;113.384666,23.392395',\n",
       "         'action': [],\n",
       "         'assistant_action': []}]},\n",
       "      'bus': {'buslines': []},\n",
       "      'entrance': [],\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}}]},\n",
       "   {'cost': '34.0',\n",
       "    'duration': '10444',\n",
       "    'nightflag': '0',\n",
       "    'walking_distance': '734',\n",
       "    'distance': '53867',\n",
       "    'missed': '0',\n",
       "    'segments': [{'taxi': [],\n",
       "      'walking': {'origin': '113.679016,23.632349',\n",
       "       'destination': '113.676613,23.631285',\n",
       "       'distance': '513',\n",
       "       'duration': '439',\n",
       "       'steps': [{'instruction': '步行57米右转',\n",
       "         'road': [],\n",
       "         'distance': '57',\n",
       "         'duration': [],\n",
       "         'polyline': '113.679016,23.632349;113.678528,23.632097',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行47米向左前方行走',\n",
       "         'road': [],\n",
       "         'distance': '47',\n",
       "         'duration': [],\n",
       "         'polyline': '113.678528,23.632092;113.678398,23.632166;113.678101,23.632261',\n",
       "         'action': '向左前方行走',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行218米左转',\n",
       "         'road': [],\n",
       "         'distance': '218',\n",
       "         'duration': [],\n",
       "         'polyline': '113.678101,23.632261;113.677834,23.632261;113.677551,23.632200;113.677399,23.632179;113.677284,23.632200;113.677177,23.632244;113.677017,23.632357;113.676811,23.632534;113.676582,23.632778;113.676430,23.632904;113.676292,23.632969',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿博学路步行191米到达中大南方学院',\n",
       "         'road': '博学路',\n",
       "         'distance': '191',\n",
       "         'duration': [],\n",
       "         'polyline': '113.676285,23.632969;113.676292,23.632227;113.676338,23.631948;113.676430,23.631676;113.676491,23.631540;113.676613,23.631285',\n",
       "         'action': [],\n",
       "         'assistant_action': '到达中大南方学院'}]},\n",
       "      'bus': {'buslines': [{'departure_stop': {'name': '中大南方学院',\n",
       "          'id': '900000111141002',\n",
       "          'location': '113.676613,23.631281'},\n",
       "         'arrival_stop': {'name': '从化汽车站总站',\n",
       "          'id': '900000111141021',\n",
       "          'location': '113.599414,23.527556'},\n",
       "         'name': '从15路(中大南方学院--从化汽车站总站)',\n",
       "         'id': '900000111141',\n",
       "         'type': '普通公交线路',\n",
       "         'distance': '19692',\n",
       "         'duration': '3613',\n",
       "         'polyline': '113.676613,23.631281;113.676460,23.631588;113.676430,23.631672;113.676338,23.631945;113.676292,23.632223;113.676285,23.632969;113.676285,23.633560;113.676300,23.633738;113.676331,23.633875;113.676399,23.634016;113.676460,23.634111;113.676521,23.634193;113.676781,23.634409;113.676857,23.634357;113.676933,23.634340;113.677032,23.634354;113.677094,23.634396;113.677139,23.634459;113.677147,23.634535;113.677139,23.634600;113.677086,23.634663;113.677032,23.634701;113.676918,23.634718;113.676857,23.634701;113.676788,23.634657;113.675262,23.636129;113.675156,23.636263;113.675026,23.636467;113.674973,23.636566;113.674957,23.636702;113.674957,23.636845;113.674995,23.636995;113.675377,23.637886;113.675430,23.638042;113.675522,23.638659;113.675529,23.638998;113.675514,23.639132;113.675446,23.639311;113.675331,23.639582;113.675102,23.640036;113.675003,23.640186;113.674309,23.641024;113.673347,23.642139;113.672981,23.642536;113.672935,23.642578;113.672173,23.643307;113.671707,23.643766;113.671432,23.644045;113.673103,23.644968;113.674362,23.645651;113.675461,23.646276;113.675964,23.646635;113.676407,23.647018;113.676376,23.647089;113.675964,23.646744;113.675735,23.646566;113.675468,23.646385;113.675095,23.646172;113.673004,23.645004;113.669968,23.643330;113.669167,23.642881;113.668770,23.642673;113.668594,23.642578;113.667007,23.641693;113.666145,23.641171;113.665314,23.640564;113.665253,23.640511;113.665016,23.640301;113.664772,23.640064;113.664551,23.639812;113.664406,23.639662;113.664207,23.639400;113.663925,23.639021;113.663574,23.638451;113.663361,23.638020;113.662323,23.635933;113.661949,23.635181;113.661461,23.634266;113.661224,23.633898;113.660843,23.633383;113.660683,23.633192;113.660248,23.632704;113.659721,23.632172;113.659370,23.631880;113.659256,23.631794;113.658989,23.631588;113.658897,23.631519;113.658211,23.631102;113.657707,23.630760;113.657425,23.630590;113.656944,23.630304;113.656940,23.630304;113.654336,23.628741;113.653850,23.628416;113.653598,23.628225;113.652383,23.627179;113.650165,23.625326;113.650022,23.625221;113.649766,23.625013;113.649731,23.624987;113.649731,23.624983;113.648980,23.624384;113.648611,23.624063;113.647843,23.623442;113.647361,23.623090;113.646780,23.622721;113.646345,23.622465;113.645981,23.622287;113.645595,23.622131;113.645117,23.621992;113.644709,23.621914;113.644640,23.621901;113.644635,23.621901;113.644375,23.621862;113.643255,23.621749;113.642578,23.621667;113.642474,23.621645;113.642027,23.621541;113.641450,23.621354;113.640525,23.621033;113.639332,23.620603;113.639184,23.620543;113.638850,23.620412;113.638433,23.620213;113.638325,23.620156;113.638329,23.620155;113.636047,23.618944;113.635544,23.618668;113.635254,23.618481;113.634750,23.618097;113.634514,23.617891;113.634254,23.617622;113.633980,23.617271;113.633636,23.616779;113.633057,23.615911;113.632957,23.615774;113.632401,23.614927;113.631912,23.614172;113.631660,23.613710;113.631432,23.613142;113.631287,23.612659;113.630905,23.611076;113.630844,23.610802;113.630844,23.610798;113.630768,23.610516;113.630661,23.610060;113.630569,23.609705;113.630554,23.609617;113.630501,23.609388;113.630119,23.607822;113.629776,23.606388;113.629395,23.604740;113.628891,23.602587;113.628479,23.600821;113.628136,23.599293;113.627968,23.598680;113.627953,23.598633;113.627884,23.598433;113.627785,23.598202;113.627632,23.597919;113.627487,23.597683;113.627281,23.597401;113.627037,23.597139;113.626106,23.596230;113.625641,23.595755;113.624992,23.595139;113.624092,23.594326;113.623161,23.593433;113.622879,23.593147;113.622734,23.592981;113.622383,23.592590;113.622055,23.592186;113.621872,23.591957;113.621574,23.591545;113.621292,23.591133;113.621117,23.590864;113.620880,23.590433;113.620735,23.590164;113.620674,23.590054;113.620673,23.590052;113.620603,23.589913;113.619475,23.587643;113.619401,23.587491;113.619401,23.587487;113.619175,23.587040;113.618984,23.586658;113.618893,23.586471;113.618598,23.585868;113.618108,23.584874;113.617930,23.584440;113.617769,23.583928;113.617708,23.583646;113.617630,23.583073;113.617582,23.582478;113.617578,23.582357;113.617578,23.582361;113.617584,23.582365;113.617584,23.582359;113.617554,23.581884;113.617485,23.580811;113.617477,23.580591;113.617485,23.580204;113.617493,23.579849;113.617554,23.579384;113.617668,23.578743;113.617760,23.578316;113.617790,23.578138;113.618042,23.576904;113.618080,23.576723;113.618095,23.576658;113.618118,23.576557;113.618187,23.576189;113.618347,23.575378;113.618416,23.574808;113.618423,23.574497;113.618408,23.574158;113.618286,23.573481;113.618263,23.573381;113.618210,23.573103;113.618210,23.573111;113.618210,23.573120;113.618210,23.573116;113.618172,23.572929;113.618080,23.572432;113.618034,23.572153;113.618011,23.571901;113.617989,23.571444;113.618034,23.570911;113.618187,23.569813;113.618332,23.568825;113.618462,23.567951;113.618652,23.566698;113.618759,23.565947;113.618790,23.565674;113.618828,23.565474;113.618843,23.565365;113.618874,23.565182;113.618896,23.565014;113.618896,23.564964;113.619118,23.563465;113.619171,23.563156;113.619263,23.562523;113.619286,23.562109;113.619263,23.561775;113.619232,23.561602;113.619171,23.561384;113.619011,23.561010;113.618790,23.560673;113.618652,23.560495;113.618149,23.559973;113.617950,23.559765;113.616966,23.558811;113.615730,23.557600;113.615547,23.557409;113.615356,23.557222;113.615105,23.556976;113.614723,23.556602;113.614052,23.555933;113.613762,23.555609;113.613365,23.555122;113.613190,23.554810;113.613129,23.554688;113.613052,23.554518;113.612823,23.554016;113.612648,23.553556;113.612625,23.553484;113.612602,23.553438;113.612549,23.553284;113.612526,23.553211;113.612526,23.553207;113.612282,23.552565;113.612068,23.551991;113.611961,23.551771;113.611816,23.551476;113.611557,23.551102;113.611328,23.550846;113.611069,23.550591;113.610443,23.550087;113.610435,23.550077;113.609962,23.549686;113.609459,23.549290;113.609207,23.549063;113.609055,23.548923;113.608841,23.548676;113.608757,23.548571;113.608536,23.548216;113.608398,23.547951;113.608315,23.547665;113.608276,23.547514;113.608231,23.547321;113.608185,23.547031;113.608154,23.546612;113.608155,23.546610;113.608121,23.546150;113.608082,23.545586;113.608077,23.545451;113.608090,23.545013;113.608142,23.544488;113.608160,23.544405;113.608290,23.543698;113.608312,23.543607;113.608398,23.543199;113.608637,23.542118;113.608750,23.541584;113.608954,23.540612;113.608971,23.540530;113.609123,23.539800;113.609323,23.538889;113.609366,23.538637;113.609414,23.538329;113.609449,23.537956;113.609466,23.537617;113.609466,23.537287;113.609444,23.536819;113.609414,23.536536;113.609332,23.536102;113.609214,23.535690;113.609214,23.535686;113.609106,23.535321;113.608980,23.534909;113.608733,23.534227;113.608234,23.532986;113.608121,23.532713;113.608008,23.532444;113.607795,23.531910;113.607682,23.531623;113.607244,23.530547;113.607122,23.530247;113.607118,23.530243;113.606984,23.529922;113.606858,23.529683;113.606645,23.529340;113.606484,23.529141;113.606380,23.529028;113.606124,23.528776;113.605894,23.528576;113.604944,23.527782;113.604388,23.527326;113.603707,23.526758;113.603559,23.526628;113.603216,23.526306;113.603142,23.526228;113.602765,23.525773;113.602691,23.525673;113.602374,23.525477;113.602248,23.525430;113.602161,23.525412;113.602031,23.525412;113.601658,23.525499;113.601263,23.525764;113.600777,23.526059;113.599852,23.526680;113.599466,23.526931;113.599149,23.527135;113.599227,23.527253;113.599414,23.527556',\n",
       "         'bustimetag': '0',\n",
       "         'start_time': '0900',\n",
       "         'end_time': '1800',\n",
       "         'via_num': '19',\n",
       "         'via_stops': [{'name': '卫东',\n",
       "           'id': '900000111141003',\n",
       "           'location': '113.671707,23.643766'},\n",
       "          {'name': '交警温泉中队',\n",
       "           'id': '900000111141029',\n",
       "           'location': '113.656944,23.630304'},\n",
       "          {'name': '冲口',\n",
       "           'id': '900000111141022',\n",
       "           'location': '113.649731,23.624987'},\n",
       "          {'name': '牛步迳',\n",
       "           'id': '900000111141006',\n",
       "           'location': '113.644640,23.621901'},\n",
       "          {'name': '华辉度假村',\n",
       "           'id': '900000111141023',\n",
       "           'location': '113.638325,23.620156'},\n",
       "          {'name': '温泉镇政府',\n",
       "           'id': '900000111141008',\n",
       "           'location': '113.632957,23.615774'},\n",
       "          {'name': '云星村',\n",
       "           'id': '900000111141024',\n",
       "           'location': '113.630844,23.610802'},\n",
       "          {'name': '宣星路口',\n",
       "           'id': '900000111141010',\n",
       "           'location': '113.628891,23.602587'},\n",
       "          {'name': '新华',\n",
       "           'id': '900000111141011',\n",
       "           'location': '113.620674,23.590054'},\n",
       "          {'name': '水底村',\n",
       "           'id': '900000111141012',\n",
       "           'location': '113.619401,23.587491'},\n",
       "          {'name': '南洋学院',\n",
       "           'id': '900000111141028',\n",
       "           'location': '113.617578,23.582357'},\n",
       "          {'name': '江埔社区',\n",
       "           'id': '900000111141014',\n",
       "           'location': '113.618210,23.573103'},\n",
       "          {'name': '沙塱村',\n",
       "           'id': '900000111141015',\n",
       "           'location': '113.615547,23.557409'},\n",
       "          {'name': '凤院北',\n",
       "           'id': '900000111141025',\n",
       "           'location': '113.612526,23.553211'},\n",
       "          {'name': '凤院路口',\n",
       "           'id': '900000111141016',\n",
       "           'location': '113.610443,23.550087'},\n",
       "          {'name': '江埔村二社',\n",
       "           'id': '900000111141026',\n",
       "           'location': '113.608154,23.546612'},\n",
       "          {'name': '江埔村',\n",
       "           'id': '900000111141018',\n",
       "           'location': '113.608954,23.540612'},\n",
       "          {'name': '迎福里',\n",
       "           'id': '900000111141019',\n",
       "           'location': '113.609214,23.535690'},\n",
       "          {'name': '城建学院',\n",
       "           'id': '900000111141020',\n",
       "           'location': '113.607122,23.530247'}]}]},\n",
       "      'entrance': [],\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}},\n",
       "     {'taxi': [],\n",
       "      'walking': {'origin': '113.599403,23.527552',\n",
       "       'destination': '113.599251,23.528355',\n",
       "       'distance': '119',\n",
       "       'duration': '102',\n",
       "       'steps': [{'instruction': '步行60米左转',\n",
       "         'road': [],\n",
       "         'distance': '60',\n",
       "         'duration': [],\n",
       "         'polyline': '113.599403,23.527552;113.599464,23.527636;113.599709,23.528025',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行59米到达从化汽车站总站',\n",
       "         'road': [],\n",
       "         'distance': '59',\n",
       "         'duration': [],\n",
       "         'polyline': '113.599709,23.528025;113.599251,23.528355',\n",
       "         'action': [],\n",
       "         'assistant_action': '到达从化汽车站总站'}]},\n",
       "      'bus': {'buslines': [{'departure_stop': {'name': '从化汽车站总站',\n",
       "          'id': '900000117293001',\n",
       "          'location': '113.599245,23.528355'},\n",
       "         'arrival_stop': {'name': '长腰岭',\n",
       "          'id': '900000117293011',\n",
       "          'location': '113.424926,23.384540'},\n",
       "         'name': '从化汽车站-广州南汽车客运站(从化汽车站总站--广州南汽车客运站)',\n",
       "         'id': '900000117293',\n",
       "         'type': '普通公交线路',\n",
       "         'distance': '27412',\n",
       "         'duration': '3478',\n",
       "         'polyline': '113.599245,23.528355;113.599709,23.528025;113.599922,23.528368;113.600069,23.528594;113.600408,23.529054;113.600625,23.529280;113.600742,23.529366;113.600851,23.529397;113.601124,23.528772;113.601211,23.528628;113.601363,23.528446;113.602174,23.527682;113.602452,23.527418;113.602591,23.527257;113.602648,23.527157;113.602899,23.526619;113.602921,23.526463;113.602912,23.526324;113.602852,23.526007;113.602765,23.525773;113.602691,23.525673;113.602266,23.525104;113.602148,23.524939;113.601810,23.524501;113.601597,23.524214;113.601328,23.523872;113.601185,23.523711;113.600885,23.523446;113.600625,23.523281;113.600326,23.523134;113.599957,23.523008;113.599696,23.522951;113.599119,23.522886;113.598633,23.522847;113.597977,23.522795;113.597170,23.522730;113.595977,23.522639;113.595430,23.522595;113.594805,23.522552;113.593876,23.522478;113.593581,23.522452;113.591988,23.522326;113.591098,23.522257;113.590534,23.522170;113.590048,23.522070;113.589575,23.521944;113.589162,23.521806;113.588954,23.521727;113.588533,23.521549;113.588108,23.521337;113.587552,23.521020;113.587283,23.520842;113.586801,23.520477;113.586428,23.520169;113.586029,23.519848;113.585638,23.519523;113.585373,23.519314;113.584531,23.518615;113.584236,23.518368;113.582964,23.517313;113.582122,23.516615;113.581871,23.516389;113.581749,23.516285;113.581649,23.516202;113.581645,23.516202;113.581202,23.515829;113.580859,23.515547;113.580686,23.515408;113.579878,23.514783;113.579332,23.514462;113.579097,23.514349;113.578585,23.514136;113.576732,23.513485;113.576658,23.513459;113.576003,23.513229;113.575382,23.512999;113.574431,23.512591;113.573954,23.512361;113.573025,23.511819;113.572405,23.511402;113.571545,23.510820;113.571476,23.510768;113.571437,23.510742;113.571224,23.510564;113.570924,23.510256;113.570655,23.509970;113.570412,23.509666;113.570239,23.509414;113.569983,23.509006;113.569332,23.507930;113.568741,23.506962;113.568494,23.506567;113.567860,23.505538;113.567522,23.505069;113.567218,23.504727;113.566888,23.504431;113.566584,23.504201;113.566128,23.503915;113.565686,23.503702;113.565035,23.503446;113.563537,23.502869;113.562313,23.502405;113.560039,23.501536;113.559080,23.501172;113.558859,23.501085;113.558861,23.501085;113.558220,23.500843;113.557793,23.500683;113.557350,23.500469;113.557144,23.500360;113.556694,23.500065;113.556374,23.499823;113.556290,23.499754;113.555466,23.499058;113.554993,23.498680;113.554688,23.498470;113.554604,23.498415;113.554146,23.498138;113.553734,23.497919;113.552681,23.497353;113.550377,23.496115;113.548630,23.495173;113.546829,23.494181;113.546463,23.493971;113.545952,23.493643;113.545563,23.493368;113.545235,23.493147;113.543579,23.491991;113.542946,23.491533;113.542328,23.491116;113.541939,23.490929;113.541618,23.490810;113.541245,23.490694;113.540405,23.490486;113.538918,23.490105;113.536530,23.489500;113.536118,23.489395;113.534828,23.489058;113.534439,23.488930;113.533997,23.488766;113.533661,23.488625;113.533157,23.488379;113.532715,23.488129;113.532623,23.488083;113.531548,23.487360;113.531197,23.487089;113.530693,23.486589;113.530563,23.486412;113.529579,23.485168;113.529381,23.484879;113.529327,23.484787;113.528648,23.483994;113.528343,23.483603;113.528069,23.483212;113.527771,23.482786;113.527588,23.482464;113.527412,23.482241;113.526230,23.480688;113.525902,23.480238;113.525124,23.479221;113.524834,23.478893;113.524574,23.478634;113.524345,23.478443;113.524071,23.478260;113.523895,23.478148;113.523247,23.477781;113.522476,23.477354;113.520248,23.476143;113.519775,23.475929;113.519043,23.475674;113.518051,23.475361;113.517647,23.475235;113.517349,23.475142;113.517181,23.475086;113.515945,23.474714;113.514130,23.474131;113.513954,23.474085;113.513954,23.474079;113.513565,23.473970;113.513107,23.473848;113.512634,23.473671;113.511330,23.473269;113.510735,23.473095;113.510262,23.472939;113.509521,23.472677;113.508194,23.472118;113.506912,23.471466;113.505333,23.470633;113.504906,23.470413;113.503502,23.469690;113.502777,23.469311;113.501839,23.468828;113.501076,23.468420;113.500847,23.468285;113.500420,23.467991;113.500130,23.467743;113.499817,23.467413;113.499535,23.467089;113.499336,23.466797;113.499321,23.466776;113.499084,23.466337;113.498428,23.464949;113.496994,23.461918;113.496674,23.461275;113.496544,23.461061;113.496300,23.460686;113.495918,23.460205;113.495239,23.459379;113.494881,23.458958;113.494362,23.458342;113.494118,23.458038;113.493904,23.457764;113.493706,23.457491;113.493546,23.457258;113.493408,23.457022;113.493095,23.456440;113.492882,23.455969;113.492805,23.455807;113.492729,23.455605;113.492493,23.454887;113.492317,23.454206;113.492119,23.453657;113.491859,23.452591;113.491821,23.452410;113.491592,23.451393;113.491501,23.450956;113.491318,23.450191;113.491135,23.449396;113.491043,23.448933;113.490746,23.447569;113.490646,23.447088;113.490486,23.446489;113.490433,23.446228;113.490295,23.445625;113.490196,23.445133;113.490150,23.444956;113.490128,23.444822;113.489929,23.443871;113.489769,23.443069;113.489754,23.442873;113.489777,23.442738;113.489586,23.441818;113.489235,23.440296;113.489082,23.439796;113.488892,23.439299;113.488762,23.439022;113.488739,23.438963;113.488441,23.438438;113.488091,23.437939;113.487762,23.437551;113.487495,23.437275;113.487007,23.436813;113.485970,23.435816;113.485405,23.435278;113.485146,23.435026;113.484161,23.434124;113.484039,23.434015;113.483833,23.433838;113.483795,23.433811;113.483536,23.433584;113.483398,23.433485;113.482185,23.432531;113.481339,23.431845;113.480881,23.431429;113.480515,23.430994;113.480255,23.430620;113.480019,23.430264;113.479279,23.429020;113.478806,23.428183;113.478256,23.427275;113.478119,23.427013;113.477905,23.426649;113.477692,23.426254;113.477592,23.426029;113.476830,23.424763;113.476341,23.423944;113.476166,23.423672;113.475677,23.422852;113.475670,23.422838;113.475319,23.422245;113.474625,23.421085;113.474274,23.420521;113.473946,23.419950;113.473732,23.419695;113.473244,23.419127;113.472748,23.418585;113.472572,23.418442;113.471695,23.417709;113.469810,23.416193;113.469246,23.415720;113.467407,23.414124;113.466797,23.413630;113.466568,23.413443;113.466202,23.413134;113.466194,23.413134;113.465576,23.412613;113.464981,23.412090;113.464699,23.411861;113.464500,23.411694;113.464241,23.411463;113.464073,23.411333;113.463760,23.411098;113.463440,23.410788;113.462883,23.410378;113.461922,23.409676;113.461395,23.409258;113.461075,23.408966;113.460648,23.408524;113.460365,23.408169;113.460360,23.408168;113.459983,23.407700;113.459900,23.407600;113.458581,23.405907;113.457591,23.404705;113.457287,23.404332;113.456515,23.403338;113.455981,23.402648;113.455582,23.402096;113.455391,23.401832;113.455182,23.401554;113.454887,23.401163;113.454674,23.400877;113.454553,23.400699;113.454197,23.400208;113.454054,23.399996;113.453342,23.398919;113.452756,23.397969;113.452695,23.397873;113.452617,23.397734;113.452444,23.397448;113.452027,23.396736;113.451137,23.395239;113.450894,23.394831;113.450417,23.394032;113.449748,23.392921;113.449440,23.392483;113.449201,23.392183;113.448889,23.391836;113.448594,23.391549;113.448264,23.391259;113.447865,23.390946;113.447496,23.390694;113.447101,23.390460;113.446710,23.390260;113.446181,23.390017;113.445842,23.389891;113.445391,23.389740;113.444822,23.389562;113.443160,23.389041;113.442781,23.388968;113.442435,23.388898;113.441940,23.388737;113.440894,23.388264;113.440135,23.387895;113.439349,23.387530;113.438659,23.387183;113.438511,23.387109;113.438507,23.387109;113.437687,23.386710;113.436120,23.385959;113.435590,23.385686;113.435100,23.385434;113.434926,23.385256;113.434475,23.385074;113.434054,23.384939;113.433711,23.384848;113.433472,23.384805;113.432969,23.384740;113.432678,23.384727;113.431272,23.384687;113.430742,23.384674;113.430269,23.384666;113.429505,23.384653;113.428889,23.384640;113.428589,23.384635;113.427639,23.384614;113.427344,23.384605;113.426910,23.384601;113.426740,23.384596;113.426389,23.384583;113.426241,23.384583;113.425977,23.384579;113.425412,23.384562;113.425143,23.384553;113.424926,23.384540',\n",
       "         'bustimetag': '0',\n",
       "         'start_time': '0600',\n",
       "         'end_time': '1700',\n",
       "         'via_num': '7',\n",
       "         'via_stops': [{'name': '白田岗',\n",
       "           'id': '900000117293002',\n",
       "           'location': '113.581649,23.516202'},\n",
       "          {'name': '地铁赤草站',\n",
       "           'id': '900000117293005',\n",
       "           'location': '113.558859,23.501085'},\n",
       "          {'name': '地铁神岗站',\n",
       "           'id': '900000117293006',\n",
       "           'location': '113.513954,23.474085'},\n",
       "          {'name': '地铁太平站',\n",
       "           'id': '900000117293007',\n",
       "           'location': '113.491821,23.452410'},\n",
       "          {'name': '新和',\n",
       "           'id': '900000117293008',\n",
       "           'location': '113.466202,23.413134'},\n",
       "          {'name': '湴湖',\n",
       "           'id': '900000117293009',\n",
       "           'location': '113.460365,23.408169'},\n",
       "          {'name': '钟落潭高校园站',\n",
       "           'id': '900000117293010',\n",
       "           'location': '113.438511,23.387109'}]}]},\n",
       "      'entrance': [],\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}},\n",
       "     {'taxi': [],\n",
       "      'walking': {'origin': '113.424919,23.384541',\n",
       "       'destination': '113.424759,23.384537',\n",
       "       'distance': '17',\n",
       "       'duration': '14',\n",
       "       'steps': [{'instruction': '沿广从公路步行17米到达长腰岭站',\n",
       "         'road': '广从公路',\n",
       "         'distance': '17',\n",
       "         'duration': [],\n",
       "         'polyline': '113.424919,23.384541;113.424759,23.384537',\n",
       "         'action': [],\n",
       "         'assistant_action': '到达长腰岭站'}]},\n",
       "      'bus': {'buslines': [{'departure_stop': {'name': '长腰岭站',\n",
       "          'id': '440100014752054',\n",
       "          'location': '113.424759,23.384531'},\n",
       "         'arrival_stop': {'name': '龙岗村',\n",
       "          'id': '440100014752061',\n",
       "          'location': '113.384064,23.392752'},\n",
       "         'name': '734路(广州华南商贸职业学院总站--寮采村委总站)',\n",
       "         'id': '440100014752',\n",
       "         'type': '普通公交线路',\n",
       "         'distance': '6029',\n",
       "         'duration': '2724',\n",
       "         'polyline': '113.424759,23.384531;113.424355,23.384504;113.423912,23.384449;113.423042,23.384279;113.422852,23.384235;113.422302,23.384098;113.421944,23.384003;113.421593,23.383902;113.421463,23.383871;113.420570,23.383629;113.419655,23.383377;113.418495,23.383060;113.418106,23.382959;113.416977,23.382647;113.415962,23.382378;113.415199,23.382172;113.414825,23.382071;113.413292,23.381659;113.413147,23.381618;113.411110,23.381067;113.410088,23.380783;113.409340,23.380577;113.409336,23.380582;113.407682,23.380139;113.406688,23.379852;113.405872,23.379488;113.405282,23.379193;113.404757,23.378906;113.404588,23.378811;113.404553,23.378906;113.404492,23.379054;113.404266,23.378906;113.404062,23.378776;113.403624,23.378490;113.403520,23.378416;113.403516,23.378416;113.403281,23.378242;113.403312,23.378073;113.403312,23.377977;113.403082,23.377795;113.402404,23.377232;113.402273,23.377180;113.402123,23.377084;113.402006,23.376989;113.401836,23.376840;113.401471,23.376523;113.401474,23.376524;113.401474,23.376534;113.401474,23.376535;113.401474,23.376534;113.401199,23.376280;113.400970,23.376112;113.400879,23.375980;113.400665,23.375702;113.400536,23.375542;113.400261,23.375282;113.400055,23.375465;113.399925,23.375387;113.399467,23.374987;113.399406,23.374901;113.399307,23.374754;113.399254,23.374666;113.399170,23.374578;113.398331,23.373871;113.398148,23.373737;113.397957,23.374140;113.397873,23.374306;113.397476,23.375137;113.396996,23.376125;113.396851,23.376389;113.396797,23.376503;113.396660,23.376799;113.396461,23.377232;113.396317,23.377508;113.396225,23.377728;113.395920,23.378365;113.395645,23.378906;113.395645,23.378920;113.395584,23.379036;113.395172,23.379877;113.394722,23.380816;113.394325,23.381607;113.393532,23.383242;113.393486,23.383347;113.393074,23.384212;113.392494,23.385355;113.392334,23.385683;113.392242,23.385868;113.392052,23.386242;113.391846,23.386667;113.391685,23.386986;113.391525,23.387335;113.391396,23.387709;113.391304,23.388165;113.391235,23.388840;113.391235,23.388838;113.391190,23.389172;113.391113,23.389891;113.391106,23.389982;113.391005,23.390852;113.390930,23.390873;113.390122,23.390909;113.389526,23.390938;113.387772,23.391088;113.387375,23.391125;113.387154,23.391148;113.386383,23.391258;113.386215,23.391298;113.385757,23.391449;113.385559,23.391541;113.385376,23.391640;113.384918,23.391935;113.384483,23.392305;113.384064,23.392752',\n",
       "         'bustimetag': '0',\n",
       "         'start_time': '0700',\n",
       "         'end_time': '2200',\n",
       "         'via_num': '7',\n",
       "         'via_stops': [{'name': '钟落潭路口站',\n",
       "           'id': '440100014752055',\n",
       "           'location': '113.409340,23.380577'},\n",
       "          {'name': '钟落潭(大钟)',\n",
       "           'id': '440100014752056',\n",
       "           'location': '113.403520,23.378416'},\n",
       "          {'name': '地铁钟落潭站',\n",
       "           'id': '440100014752057',\n",
       "           'location': '113.401471,23.376523'},\n",
       "          {'name': '广龙路',\n",
       "           'id': '440100014752070',\n",
       "           'location': '113.396797,23.376503'},\n",
       "          {'name': '广龙路(钟落潭村)',\n",
       "           'id': '440100014752058',\n",
       "           'location': '113.393486,23.383347'},\n",
       "          {'name': '广龙路(龙大庄)',\n",
       "           'id': '440100014752059',\n",
       "           'location': '113.391235,23.388840'},\n",
       "          {'name': '龙岗小学',\n",
       "           'id': '440100014752060',\n",
       "           'location': '113.387772,23.391088'}]}]},\n",
       "      'entrance': [],\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}},\n",
       "     {'taxi': [],\n",
       "      'walking': {'origin': '113.384064,23.392752',\n",
       "       'destination': '113.384666,23.392395',\n",
       "       'distance': '85',\n",
       "       'duration': '72',\n",
       "       'steps': [{'instruction': '沿龙岗双龙路步行65米左转',\n",
       "         'road': '龙岗双龙路',\n",
       "         'distance': '65',\n",
       "         'duration': [],\n",
       "         'polyline': '113.384064,23.392752;113.384476,23.392309',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行20米',\n",
       "         'road': [],\n",
       "         'distance': '20',\n",
       "         'duration': [],\n",
       "         'polyline': '113.384476,23.392305;113.384583,23.392353;113.384644,23.392387;113.384666,23.392395',\n",
       "         'action': [],\n",
       "         'assistant_action': []}]},\n",
       "      'bus': {'buslines': []},\n",
       "      'entrance': [],\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}}]}]}}"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "bus(my_key,origin=results_起始点,destination=results_终点,city=440100)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>taxi</th>\n",
       "      <th>entrance</th>\n",
       "      <th>exit</th>\n",
       "      <th>walking.origin</th>\n",
       "      <th>walking.destination</th>\n",
       "      <th>walking.distance</th>\n",
       "      <th>walking.duration</th>\n",
       "      <th>walking.steps</th>\n",
       "      <th>bus.buslines</th>\n",
       "      <th>railway.via_stops</th>\n",
       "      <th>railway.alters</th>\n",
       "      <th>railway.spaces</th>\n",
       "      <th>entrance.name</th>\n",
       "      <th>entrance.location</th>\n",
       "      <th>exit.name</th>\n",
       "      <th>exit.location</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>113.679016,23.632349</td>\n",
       "      <td>113.676613,23.631285</td>\n",
       "      <td>513</td>\n",
       "      <td>439</td>\n",
       "      <td>[{'instruction': '步行57米右转', 'road': [], 'dista...</td>\n",
       "      <td>[{'departure_stop': {'name': '中大南方学院', 'id': '...</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>[]</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>113.599411,23.527555</td>\n",
       "      <td>113.594719,23.531767</td>\n",
       "      <td>929</td>\n",
       "      <td>796</td>\n",
       "      <td>[{'instruction': '步行33米右转', 'road': [], 'dista...</td>\n",
       "      <td>[{'departure_stop': {'name': '从化客运站', 'id': '9...</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>D口</td>\n",
       "      <td>113.594101,23.530722</td>\n",
       "      <td>B1口</td>\n",
       "      <td>113.400940,23.376270</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>113.400688,23.375647</td>\n",
       "      <td>113.401474,23.376528</td>\n",
       "      <td>177</td>\n",
       "      <td>151</td>\n",
       "      <td>[{'instruction': '步行115米左转', 'road': [], 'dist...</td>\n",
       "      <td>[{'departure_stop': {'name': '地铁钟落潭站', 'id': '...</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>113.384064,23.392752</td>\n",
       "      <td>113.384666,23.392395</td>\n",
       "      <td>85</td>\n",
       "      <td>72</td>\n",
       "      <td>[{'instruction': '沿龙岗双龙路步行65米左转', 'road': '龙岗双...</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  taxi entrance exit        walking.origin   walking.destination  \\\n",
       "0   []       []   []  113.679016,23.632349  113.676613,23.631285   \n",
       "1   []      NaN  NaN  113.599411,23.527555  113.594719,23.531767   \n",
       "2   []       []   []  113.400688,23.375647  113.401474,23.376528   \n",
       "3   []       []   []  113.384064,23.392752  113.384666,23.392395   \n",
       "\n",
       "  walking.distance walking.duration  \\\n",
       "0              513              439   \n",
       "1              929              796   \n",
       "2              177              151   \n",
       "3               85               72   \n",
       "\n",
       "                                       walking.steps  \\\n",
       "0  [{'instruction': '步行57米右转', 'road': [], 'dista...   \n",
       "1  [{'instruction': '步行33米右转', 'road': [], 'dista...   \n",
       "2  [{'instruction': '步行115米左转', 'road': [], 'dist...   \n",
       "3  [{'instruction': '沿龙岗双龙路步行65米左转', 'road': '龙岗双...   \n",
       "\n",
       "                                        bus.buslines railway.via_stops  \\\n",
       "0  [{'departure_stop': {'name': '中大南方学院', 'id': '...                []   \n",
       "1  [{'departure_stop': {'name': '从化客运站', 'id': '9...                []   \n",
       "2  [{'departure_stop': {'name': '地铁钟落潭站', 'id': '...                []   \n",
       "3                                                 []                []   \n",
       "\n",
       "  railway.alters railway.spaces entrance.name     entrance.location exit.name  \\\n",
       "0             []             []           NaN                   NaN       NaN   \n",
       "1             []             []            D口  113.594101,23.530722       B1口   \n",
       "2             []             []           NaN                   NaN       NaN   \n",
       "3             []             []           NaN                   NaN       NaN   \n",
       "\n",
       "          exit.location  \n",
       "0                   NaN  \n",
       "1  113.400940,23.376270  \n",
       "2                   NaN  \n",
       "3                   NaN  "
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pd.json_normalize(bus(my_key,origin=results_起始点,destination=results_终点,city=440100)['route']['transits'][0]['segments'])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 2.3驾车路径规划"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- 驾车路径规划 API 可以规划以小客车、轿车通勤出行的方案，并且返回通勤方案的数据。  \n",
    "- url:\"https://restapi.amap.com/v3/direction/driving?parameters\"  \n",
    "- requests.get()  \n",
    "- key,origin,destination"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 驾车路径规划\n",
    "def drive(key,origin,destination):\n",
    "    drive_url:\"https://restapi.amap.com/v3/direction/driving?parameters\"\n",
    "    params = {\n",
    "        \"key\":key,\n",
    "        \"origin\":origin,\n",
    "        \"destination\":destination\n",
    "    }\n",
    "    r = requests.get(\"https://restapi.amap.com/v3/direction/driving?parameters\",params=params)\n",
    "    results = r.json()\n",
    "    return results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'status': '1',\n",
       " 'info': 'OK',\n",
       " 'infocode': '10000',\n",
       " 'count': '1',\n",
       " 'route': {'origin': '113.679287,23.632575',\n",
       "  'destination': '113.384632,23.392457',\n",
       "  'taxi_cost': '155',\n",
       "  'paths': [{'distance': '50660',\n",
       "    'duration': '3035',\n",
       "    'strategy': '速度最快',\n",
       "    'tolls': '24',\n",
       "    'toll_distance': '42291',\n",
       "    'steps': [{'instruction': '向北行驶122米向左前方行驶',\n",
       "      'orientation': '北',\n",
       "      'distance': '122',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '31',\n",
       "      'polyline': '113.679596,23.632574;113.679596,23.632856;113.679592,23.633173;113.679596,23.633251;113.679627,23.63365;113.679648,23.633689',\n",
       "      'action': '向左前方行驶',\n",
       "      'assistant_action': [],\n",
       "      'tmcs': [{'lcode': [],\n",
       "        'distance': '31',\n",
       "        'status': '未知',\n",
       "        'polyline': '113.679596,23.632574;113.679596,23.632856'},\n",
       "       {'lcode': [],\n",
       "        'distance': '34',\n",
       "        'status': '未知',\n",
       "        'polyline': '113.679596,23.632856;113.679592,23.633173'},\n",
       "       {'lcode': [],\n",
       "        'distance': '9',\n",
       "        'status': '未知',\n",
       "        'polyline': '113.679592,23.633173;113.679596,23.633251'},\n",
       "       {'lcode': [],\n",
       "        'distance': '48',\n",
       "        'status': '未知',\n",
       "        'polyline': '113.679596,23.633251;113.679627,23.63365;113.679648,23.633689'}],\n",
       "      'cities': [{'name': '广州市',\n",
       "        'citycode': '020',\n",
       "        'adcode': '440100',\n",
       "        'districts': [{'name': '从化区', 'adcode': '440117'}]}]},\n",
       "     {'instruction': '沿博学路向北行驶79米向左前方行驶',\n",
       "      'orientation': '北',\n",
       "      'road': '博学路',\n",
       "      'distance': '79',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '21',\n",
       "      'polyline': '113.679648,23.633689;113.679549,23.633967;113.679375,23.634358',\n",
       "      'action': '向左前方行驶',\n",
       "      'assistant_action': [],\n",
       "      'tmcs': [{'lcode': [],\n",
       "        'distance': '32',\n",
       "        'status': '未知',\n",
       "        'polyline': '113.679648,23.633689;113.679549,23.633967'},\n",
       "       {'lcode': [],\n",
       "        'distance': '47',\n",
       "        'status': '未知',\n",
       "        'polyline': '113.679549,23.633967;113.679375,23.634358'}],\n",
       "      'cities': [{'name': '广州市',\n",
       "        'citycode': '020',\n",
       "        'adcode': '440100',\n",
       "        'districts': [{'name': '从化区', 'adcode': '440117'}]}]},\n",
       "     {'instruction': '沿博学路向西北行驶118米左转',\n",
       "      'orientation': '西北',\n",
       "      'road': '博学路',\n",
       "      'distance': '118',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '29',\n",
       "      'polyline': '113.679375,23.634358;113.679249,23.634479;113.678932,23.634761;113.678711,23.634918;113.678628,23.63497;113.678594,23.63503;113.678555,23.635109',\n",
       "      'action': '左转',\n",
       "      'assistant_action': [],\n",
       "      'tmcs': [{'lcode': [],\n",
       "        'distance': '19',\n",
       "        'status': '未知',\n",
       "        'polyline': '113.679375,23.634358;113.679249,23.634479'},\n",
       "       {'lcode': [],\n",
       "        'distance': '72',\n",
       "        'status': '未知',\n",
       "        'polyline': '113.679249,23.634479;113.678932,23.634761;113.678711,23.634918'},\n",
       "       {'lcode': [],\n",
       "        'distance': '27',\n",
       "        'status': '未知',\n",
       "        'polyline': '113.678711,23.634918;113.678628,23.63497;113.678594,23.63503;113.678555,23.635109'}],\n",
       "      'cities': [{'name': '广州市',\n",
       "        'citycode': '020',\n",
       "        'adcode': '440100',\n",
       "        'districts': [{'name': '从化区', 'adcode': '440117'}]}]},\n",
       "     {'instruction': '沿博学路向西行驶163米右转',\n",
       "      'orientation': '西',\n",
       "      'road': '博学路',\n",
       "      'distance': '163',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '34',\n",
       "      'polyline': '113.678555,23.635109;113.677856,23.635087;113.677613,23.63503;113.67753,23.634991;113.677326,23.634852;113.677083,23.634661',\n",
       "      'action': '右转',\n",
       "      'assistant_action': [],\n",
       "      'tmcs': [{'lcode': [],\n",
       "        'distance': '106',\n",
       "        'status': '未知',\n",
       "        'polyline': '113.678555,23.635109;113.677856,23.635087;113.677613,23.63503;113.67753,23.634991'},\n",
       "       {'lcode': [],\n",
       "        'distance': '25',\n",
       "        'status': '未知',\n",
       "        'polyline': '113.67753,23.634991;113.677326,23.634852'},\n",
       "       {'lcode': [],\n",
       "        'distance': '32',\n",
       "        'status': '未知',\n",
       "        'polyline': '113.677326,23.634852;113.677083,23.634661'}],\n",
       "      'cities': [{'name': '广州市',\n",
       "        'citycode': '020',\n",
       "        'adcode': '440100',\n",
       "        'districts': [{'name': '从化区', 'adcode': '440117'}]}]},\n",
       "     {'instruction': '沿博学路向西行驶33米右转',\n",
       "      'orientation': '西',\n",
       "      'road': '博学路',\n",
       "      'distance': '33',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '12',\n",
       "      'polyline': '113.677083,23.634661;113.677027,23.634701;113.676918,23.634718;113.676849,23.634701;113.676788,23.634657',\n",
       "      'action': '右转',\n",
       "      'assistant_action': [],\n",
       "      'tmcs': [{'lcode': [],\n",
       "        'distance': '33',\n",
       "        'status': '未知',\n",
       "        'polyline': '113.677083,23.634661;113.677027,23.634701;113.676918,23.634718;113.676849,23.634701;113.676788,23.634657'}],\n",
       "      'cities': [{'name': '广州市',\n",
       "        'citycode': '020',\n",
       "        'adcode': '440100',\n",
       "        'districts': [{'name': '从化区', 'adcode': '440117'}]}]},\n",
       "     {'instruction': '沿中山路向西北行驶1.3千米右转',\n",
       "      'orientation': '西北',\n",
       "      'road': '中山路',\n",
       "      'distance': '1265',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '276',\n",
       "      'polyline': '113.676788,23.634657;113.675265,23.636128;113.675152,23.636263;113.675026,23.636467;113.67497,23.636567;113.674957,23.636701;113.674957,23.636845;113.674991,23.636997;113.675378,23.637886;113.67543,23.638043;113.675521,23.638659;113.67553,23.638997;113.675508,23.639132;113.675447,23.63931;113.67533,23.639583;113.675104,23.640035;113.675,23.640187;113.67431,23.641024;113.673355,23.64214;113.672977,23.642535;113.672934,23.642578;113.67217,23.643307;113.671428,23.644045',\n",
       "      'action': '右转',\n",
       "      'assistant_action': [],\n",
       "      'tmcs': [{'lcode': [],\n",
       "        'distance': '576',\n",
       "        'status': '未知',\n",
       "        'polyline': '113.676788,23.634657;113.675265,23.636128;113.675152,23.636263;113.675026,23.636467;113.67497,23.636567;113.674957,23.636701;113.674957,23.636845;113.674991,23.636997;113.675378,23.637886;113.67543,23.638043;113.675521,23.638659;113.67553,23.638997;113.675508,23.639132'},\n",
       "       {'lcode': [],\n",
       "        'distance': '578',\n",
       "        'status': '未知',\n",
       "        'polyline': '113.675508,23.639132;113.675447,23.63931;113.67533,23.639583;113.675104,23.640035;113.675,23.640187;113.67431,23.641024;113.673355,23.64214;113.672977,23.642535;113.672934,23.642578;113.67217,23.643307'},\n",
       "       {'lcode': [],\n",
       "        'distance': '111',\n",
       "        'status': '未知',\n",
       "        'polyline': '113.67217,23.643307;113.671428,23.644045'}],\n",
       "      'cities': [{'name': '广州市',\n",
       "        'citycode': '020',\n",
       "        'adcode': '440100',\n",
       "        'districts': [{'name': '从化区', 'adcode': '440117'}]}]},\n",
       "     {'instruction': '沿温泉大道向东北行驶605米左转调头',\n",
       "      'orientation': '东北',\n",
       "      'road': '温泉大道',\n",
       "      'distance': '605',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '60',\n",
       "      'polyline': '113.671428,23.644045;113.671636,23.644162;113.673103,23.64497;113.673945,23.645425;113.674366,23.645651;113.67546,23.646276;113.675968,23.646636;113.676411,23.647018',\n",
       "      'action': '左转调头',\n",
       "      'assistant_action': [],\n",
       "      'tmcs': [{'lcode': [],\n",
       "        'distance': '25',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.671428,23.644045;113.671636,23.644162'},\n",
       "       {'lcode': [],\n",
       "        'distance': '174',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.671636,23.644162;113.673103,23.64497'},\n",
       "       {'lcode': [],\n",
       "        'distance': '99',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.673103,23.64497;113.673945,23.645425'},\n",
       "       {'lcode': [],\n",
       "        'distance': '49',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.673945,23.645425;113.674366,23.645651'},\n",
       "       {'lcode': [],\n",
       "        'distance': '258',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.674366,23.645651;113.67546,23.646276;113.675968,23.646636;113.676411,23.647018'}],\n",
       "      'cities': [{'name': '广州市',\n",
       "        'citycode': '020',\n",
       "        'adcode': '440100',\n",
       "        'districts': [{'name': '从化区', 'adcode': '440117'}]}]},\n",
       "     {'instruction': '沿温泉大道向西南行驶916米向右前方行驶进入匝道',\n",
       "      'orientation': '西南',\n",
       "      'road': '温泉大道',\n",
       "      'distance': '916',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '66',\n",
       "      'polyline': '113.676367,23.647088;113.675964,23.646745;113.675734,23.646567;113.675464,23.646385;113.675095,23.646172;113.673003,23.645004;113.669961,23.643329;113.669162,23.642882;113.668776,23.642674',\n",
       "      'action': '向右前方行驶',\n",
       "      'assistant_action': '进入匝道',\n",
       "      'tmcs': [{'lcode': [],\n",
       "        'distance': '165',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.676367,23.647088;113.675964,23.646745;113.675734,23.646567;113.675464,23.646385;113.675095,23.646172'},\n",
       "       {'lcode': [],\n",
       "        'distance': '249',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.675095,23.646172;113.673003,23.645004'},\n",
       "       {'lcode': [],\n",
       "        'distance': '361',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.673003,23.645004;113.669961,23.643329'},\n",
       "       {'lcode': [],\n",
       "        'distance': '141',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.669961,23.643329;113.669162,23.642882;113.668776,23.642674'}],\n",
       "      'cities': [{'name': '广州市',\n",
       "        'citycode': '020',\n",
       "        'adcode': '440100',\n",
       "        'districts': [{'name': '从化区', 'adcode': '440117'}]}]},\n",
       "     {'instruction': '沿G45大广高速入口向西南行驶836米减速行驶到达收费站',\n",
       "      'orientation': '西南',\n",
       "      'road': 'G45大广高速入口',\n",
       "      'distance': '836',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '75',\n",
       "      'polyline': '113.668776,23.642674;113.668546,23.642578;113.668095,23.642387;113.667626,23.64214;113.667461,23.642079;113.667274,23.642036;113.667109,23.642014;113.66694,23.642018;113.666749,23.642049;113.666367,23.642135;113.666181,23.642157;113.666029,23.642157;113.665868,23.642131;113.665716,23.642088;113.665577,23.642023;113.66546,23.641944;113.665352,23.64184;113.665252,23.641719;113.665182,23.641593;113.665122,23.641445;113.665078,23.64125;113.665056,23.641068;113.665052,23.640859;113.665078,23.640616;113.665122,23.640391;113.665178,23.640217;113.66526,23.640017;113.665386,23.639792;113.665512,23.639592;113.665603,23.639479;113.665807,23.63924;113.665972,23.639015;113.666046,23.63888;113.666089,23.638763;113.666102,23.638681;113.666115,23.638568;113.666063,23.637999',\n",
       "      'action': '减速行驶',\n",
       "      'assistant_action': '到达收费站',\n",
       "      'tmcs': [{'lcode': [],\n",
       "        'distance': '761',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.668776,23.642674;113.668546,23.642578;113.668095,23.642387;113.667626,23.64214;113.667461,23.642079;113.667274,23.642036;113.667109,23.642014;113.66694,23.642018;113.666749,23.642049;113.666367,23.642135;113.666181,23.642157;113.666029,23.642157;113.665868,23.642131;113.665716,23.642088;113.665577,23.642023;113.66546,23.641944;113.665352,23.64184;113.665252,23.641719;113.665182,23.641593;113.665122,23.641445;113.665078,23.64125;113.665056,23.641068;113.665052,23.640859;113.665078,23.640616;113.665122,23.640391;113.665178,23.640217;113.66526,23.640017;113.665386,23.639792;113.665512,23.639592;113.665603,23.639479;113.665807,23.63924;113.665972,23.639015;113.666046,23.63888;113.666089,23.638763;113.666102,23.638681'},\n",
       "       {'lcode': [],\n",
       "        'distance': '75',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.666102,23.638681;113.666115,23.638568;113.666063,23.637999'}],\n",
       "      'cities': [{'name': '广州市',\n",
       "        'citycode': '020',\n",
       "        'adcode': '440100',\n",
       "        'districts': [{'name': '从化区', 'adcode': '440117'}]}]},\n",
       "     {'instruction': '沿G45大广高速入口向南行驶49米靠左',\n",
       "      'orientation': '南',\n",
       "      'road': 'G45大广高速入口',\n",
       "      'distance': '49',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '49',\n",
       "      'toll_road': 'G45大广高速入口',\n",
       "      'duration': '6',\n",
       "      'polyline': '113.666063,23.637999;113.666033,23.637548',\n",
       "      'action': '靠左',\n",
       "      'assistant_action': [],\n",
       "      'tmcs': [{'lcode': [],\n",
       "        'distance': '49',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.666063,23.637999;113.666033,23.637548'}],\n",
       "      'cities': [{'name': '广州市',\n",
       "        'citycode': '020',\n",
       "        'adcode': '440100',\n",
       "        'districts': [{'name': '从化区', 'adcode': '440117'}]}]},\n",
       "     {'instruction': '沿G45大广高速入口途径G45大广高速向西南行驶1.7千米直行进入隧道',\n",
       "      'orientation': '西南',\n",
       "      'road': 'G45大广高速入口',\n",
       "      'distance': '1741',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '1741',\n",
       "      'toll_road': 'G45大广高速入口',\n",
       "      'duration': '88',\n",
       "      'polyline': '113.666033,23.637548;113.666046,23.637448;113.666033,23.637361;113.665959,23.637153;113.665864,23.636992;113.665747,23.63684;113.665634,23.636727;113.665477,23.63661;113.665312,23.636515;113.665156,23.63645;113.664944,23.636385;113.664549,23.636293;113.66441,23.636263;113.664232,23.636202;113.664067,23.636115;113.663893,23.636011;113.66375,23.635885;113.663637,23.635764;113.663542,23.635625;113.663459,23.635469;113.663394,23.635304;113.663359,23.63513;113.663338,23.634922;113.66332,23.634488;113.66329,23.634262;113.663234,23.634032;113.663142,23.633763;113.662886,23.633173;113.662847,23.633025;113.662839,23.632934;113.662474,23.632352;113.662118,23.631858;113.66191,23.631589;113.661714,23.63135;113.661419,23.63099;113.661124,23.63066;113.659484,23.628997;113.658724,23.628177;113.658155,23.627509;113.657869,23.627131;113.657565,23.626688;113.657287,23.626241;113.65704,23.625816;113.656667,23.6251',\n",
       "      'action': '直行',\n",
       "      'assistant_action': '进入隧道',\n",
       "      'tmcs': [{'lcode': [],\n",
       "        'distance': '664',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.666033,23.637548;113.666046,23.637448;113.666033,23.637361;113.665959,23.637153;113.665864,23.636992;113.665747,23.63684;113.665634,23.636727;113.665477,23.63661;113.665312,23.636515;113.665156,23.63645;113.664944,23.636385;113.664549,23.636293;113.66441,23.636263;113.664232,23.636202;113.664067,23.636115;113.663893,23.636011;113.66375,23.635885;113.663637,23.635764;113.663542,23.635625;113.663459,23.635469;113.663394,23.635304;113.663359,23.63513;113.663338,23.634922;113.66332,23.634488;113.66329,23.634262;113.663234,23.634032;113.663142,23.633763;113.662886,23.633173;113.662847,23.633025;113.662839,23.632934'},\n",
       "       {'lcode': [],\n",
       "        'distance': '1077',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.662839,23.632934;113.662474,23.632352;113.662118,23.631858;113.66191,23.631589;113.661714,23.63135;113.661419,23.63099;113.661124,23.63066;113.659484,23.628997;113.658724,23.628177;113.658155,23.627509;113.657869,23.627131;113.657565,23.626688;113.657287,23.626241;113.65704,23.625816;113.656667,23.6251'}],\n",
       "      'cities': [{'name': '广州市',\n",
       "        'citycode': '020',\n",
       "        'adcode': '440100',\n",
       "        'districts': [{'name': '从化区', 'adcode': '440117'}]}]},\n",
       "     {'instruction': '沿牛步迳隧道途径温泉流溪河特大桥、G45大广高速向西南行驶8.6千米直行进入隧道',\n",
       "      'orientation': '西南',\n",
       "      'road': '牛步迳隧道',\n",
       "      'distance': '8576',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '8576',\n",
       "      'toll_road': '牛步迳隧道',\n",
       "      'duration': '320',\n",
       "      'polyline': '113.656667,23.6251;113.656471,23.624657;113.65625,23.624128;113.656072,23.623646;113.655859,23.622951;113.655256,23.620833;113.655191,23.620603;113.654931,23.619666;113.654735,23.61898;113.654505,23.618247;113.654327,23.617756;113.65411,23.617218;113.65395,23.616871;113.653663,23.616302;113.653451,23.615911;113.653116,23.615373;113.652635,23.61467;113.652235,23.614162;113.651879,23.613746;113.65145,23.613281;113.650868,23.612717;113.65066,23.612526;113.65036,23.612287;113.649848,23.611866;113.649384,23.611515;113.648976,23.611241;113.648138,23.610738;113.647643,23.610477;113.647044,23.610182;113.64579,23.609618;113.644679,23.609119;113.644227,23.608902;113.643698,23.608624;113.642765,23.608051;113.642578,23.607921;113.642274,23.607717;113.641897,23.607439;113.641445,23.60707;113.640273,23.606033;113.63898,23.604931;113.63849,23.604531;113.638034,23.604193;113.637435,23.60378;113.636949,23.603464;113.636363,23.603121;113.63569,23.602743;113.635048,23.602418;113.634453,23.60214;113.633485,23.601714;113.632682,23.601393;113.630816,23.600686;113.630113,23.60043;113.629258,23.600143;113.62753,23.599579;113.625174,23.59885;113.624475,23.598633;113.622088,23.597899;113.621215,23.597626;113.620603,23.597435;113.608346,23.59362;113.607982,23.593498;113.606762,23.593069;113.605959,23.592756;113.605126,23.592413;113.604297,23.592049;113.60372,23.591775;113.602756,23.591293;113.601957,23.590864;113.601194,23.590434;113.600477,23.59;113.59964,23.589466;113.598872,23.588954;113.598633,23.58878;113.598203,23.588477;113.597092,23.587643;113.596662,23.587322;113.595382,23.586393;113.594839,23.586024;113.594327,23.585707;113.59375,23.585373;113.593168,23.585065;113.59273,23.584844;113.591988,23.58451;113.591411,23.584275;113.589965,23.583819',\n",
       "      'action': '直行',\n",
       "      'assistant_action': '进入隧道',\n",
       "      'tmcs': [{'lcode': [],\n",
       "        'distance': '494',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.656667,23.6251;113.656471,23.624657;113.65625,23.624128;113.656072,23.623646;113.655859,23.622951;113.655256,23.620833'},\n",
       "       {'lcode': [],\n",
       "        'distance': '133',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.655256,23.620833;113.655191,23.620603;113.654931,23.619666'},\n",
       "       {'lcode': [],\n",
       "        'distance': '604',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.654931,23.619666;113.654735,23.61898;113.654505,23.618247;113.654327,23.617756;113.65411,23.617218;113.65395,23.616871;113.653663,23.616302;113.653451,23.615911;113.653116,23.615373;113.652635,23.61467'},\n",
       "       {'lcode': [],\n",
       "        'distance': '282',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.652635,23.61467;113.652235,23.614162;113.651879,23.613746;113.65145,23.613281;113.650868,23.612717'},\n",
       "       {'lcode': [],\n",
       "        'distance': '70',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.650868,23.612717;113.65066,23.612526;113.65036,23.612287'},\n",
       "       {'lcode': [],\n",
       "        'distance': '795',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.65036,23.612287;113.649848,23.611866;113.649384,23.611515;113.648976,23.611241;113.648138,23.610738;113.647643,23.610477;113.647044,23.610182;113.64579,23.609618;113.644679,23.609119;113.644227,23.608902;113.643698,23.608624'},\n",
       "       {'lcode': [],\n",
       "        'distance': '1672',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.643698,23.608624;113.642765,23.608051;113.642578,23.607921;113.642274,23.607717;113.641897,23.607439;113.641445,23.60707;113.640273,23.606033;113.63898,23.604931;113.63849,23.604531;113.638034,23.604193;113.637435,23.60378;113.636949,23.603464;113.636363,23.603121;113.63569,23.602743;113.635048,23.602418;113.634453,23.60214;113.633485,23.601714;113.632682,23.601393;113.630816,23.600686;113.630113,23.60043'},\n",
       "       {'lcode': [],\n",
       "        'distance': '865',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.630113,23.60043;113.629258,23.600143;113.62753,23.599579;113.625174,23.59885;113.624475,23.598633;113.622088,23.597899'},\n",
       "       {'lcode': [],\n",
       "        'distance': '1520',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.622088,23.597899;113.621215,23.597626;113.620603,23.597435;113.608346,23.59362;113.607982,23.593498'},\n",
       "       {'lcode': [],\n",
       "        'distance': '2141',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.607982,23.593498;113.606762,23.593069;113.605959,23.592756;113.605126,23.592413;113.604297,23.592049;113.60372,23.591775;113.602756,23.591293;113.601957,23.590864;113.601194,23.590434;113.600477,23.59;113.59964,23.589466;113.598872,23.588954;113.598633,23.58878;113.598203,23.588477;113.597092,23.587643;113.596662,23.587322;113.595382,23.586393;113.594839,23.586024;113.594327,23.585707;113.59375,23.585373;113.593168,23.585065;113.59273,23.584844;113.591988,23.58451;113.591411,23.584275;113.589965,23.583819'}],\n",
       "      'cities': [{'name': '广州市',\n",
       "        'citycode': '020',\n",
       "        'adcode': '440100',\n",
       "        'districts': [{'name': '从化区', 'adcode': '440117'}]}]},\n",
       "     {'instruction': '沿明珠隧道途径G45大广高速向西南行驶7.8千米直行进入隧道',\n",
       "      'orientation': '西南',\n",
       "      'road': '明珠隧道',\n",
       "      'distance': '7814',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '7814',\n",
       "      'toll_road': '明珠隧道',\n",
       "      'duration': '293',\n",
       "      'polyline': '113.589965,23.583819;113.589345,23.583633;113.588155,23.583346;113.587431,23.58322;113.586714,23.583112;113.585981,23.583021;113.584974,23.582938;113.583225,23.582826;113.579878,23.582574;113.578507,23.582452;113.577552,23.582326;113.576667,23.582201;113.576658,23.582201;113.575933,23.58207;113.575161,23.58191;113.574184,23.58168;113.573429,23.58148;113.572661,23.581254;113.57184,23.580998;113.570877,23.580655;113.569926,23.580278;113.569136,23.579948;113.568403,23.579614;113.567856,23.579345;113.566793,23.57878;113.566163,23.578429;113.56533,23.577917;113.564813,23.577591;113.56388,23.576949;113.563472,23.576658;113.563316,23.576545;113.562765,23.576111;113.562001,23.575495;113.561398,23.574961;113.560881,23.574492;113.560174,23.573789;113.559661,23.573268;113.559201,23.572756;113.558576,23.572036;113.557682,23.570898;113.55724,23.570286;113.556636,23.569401;113.556311,23.56888;113.555898,23.568177;113.555417,23.5673;113.555109,23.566701;113.554757,23.565955;113.554688,23.565794;113.554631,23.565673;113.554475,23.565308;113.554115,23.564345;113.554067,23.564214;113.553928,23.563798;113.553681,23.562912;113.553394,23.561693;113.553281,23.561202;113.553242,23.561042;113.552656,23.55842;113.552474,23.557717;113.552166,23.556667;113.551793,23.555569;113.551506,23.554766;113.551471,23.554688;113.551176,23.55395;113.550703,23.552882;113.550304,23.552023;113.549974,23.551363;113.549566,23.550612;113.54918,23.549931;113.548698,23.549132;113.545299,23.543698;113.544306,23.542131;113.543641,23.541063;113.542934,23.539826;113.542565,23.539128;113.542196,23.538372;113.541775,23.5374',\n",
       "      'action': '直行',\n",
       "      'assistant_action': '进入隧道',\n",
       "      'tmcs': [{'lcode': [],\n",
       "        'distance': '699',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.589965,23.583819;113.589345,23.583633;113.588155,23.583346;113.587431,23.58322;113.586714,23.583112;113.585981,23.583021;113.584974,23.582938;113.583225,23.582826'},\n",
       "       {'lcode': [],\n",
       "        'distance': '1289',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.583225,23.582826;113.579878,23.582574;113.578507,23.582452;113.577552,23.582326;113.576667,23.582201;113.576658,23.582201;113.575933,23.58207;113.575161,23.58191;113.574184,23.58168;113.573429,23.58148;113.572661,23.581254;113.57184,23.580998;113.570877,23.580655'},\n",
       "       {'lcode': [],\n",
       "        'distance': '2566',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.570877,23.580655;113.569926,23.580278;113.569136,23.579948;113.568403,23.579614;113.567856,23.579345;113.566793,23.57878;113.566163,23.578429;113.56533,23.577917;113.564813,23.577591;113.56388,23.576949;113.563472,23.576658;113.563316,23.576545;113.562765,23.576111;113.562001,23.575495;113.561398,23.574961;113.560881,23.574492;113.560174,23.573789;113.559661,23.573268;113.559201,23.572756;113.558576,23.572036;113.557682,23.570898;113.55724,23.570286;113.556636,23.569401;113.556311,23.56888;113.555898,23.568177;113.555417,23.5673;113.555109,23.566701;113.554757,23.565955;113.554688,23.565794;113.554631,23.565673;113.554475,23.565308;113.554115,23.564345'},\n",
       "       {'lcode': [],\n",
       "        'distance': '15',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.554115,23.564345;113.554067,23.564214'},\n",
       "       {'lcode': [],\n",
       "        'distance': '287',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.554067,23.564214;113.553928,23.563798;113.553681,23.562912;113.553394,23.561693'},\n",
       "       {'lcode': [],\n",
       "        'distance': '55',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.553394,23.561693;113.553281,23.561202'},\n",
       "       {'lcode': [],\n",
       "        'distance': '18',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.553281,23.561202;113.553242,23.561042'},\n",
       "       {'lcode': [],\n",
       "        'distance': '376',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.553242,23.561042;113.552656,23.55842;113.552474,23.557717'},\n",
       "       {'lcode': [],\n",
       "        'distance': '247',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.552474,23.557717;113.552166,23.556667;113.551793,23.555569'},\n",
       "       {'lcode': [],\n",
       "        'distance': '2262',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.551793,23.555569;113.551506,23.554766;113.551471,23.554688;113.551176,23.55395;113.550703,23.552882;113.550304,23.552023;113.549974,23.551363;113.549566,23.550612;113.54918,23.549931;113.548698,23.549132;113.545299,23.543698;113.544306,23.542131;113.543641,23.541063;113.542934,23.539826;113.542565,23.539128;113.542196,23.538372;113.541775,23.5374'}],\n",
       "      'cities': [{'name': '广州市',\n",
       "        'citycode': '020',\n",
       "        'adcode': '440100',\n",
       "        'districts': [{'name': '从化区', 'adcode': '440117'}]}]},\n",
       "     {'instruction': '沿耙齿影隧道途径G45大广高速、牛心岭大桥向西南行驶15.6千米向右前方行驶进入匝道',\n",
       "      'orientation': '西南',\n",
       "      'road': '耙齿影隧道',\n",
       "      'distance': '15625',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '15625',\n",
       "      'toll_road': '耙齿影隧道',\n",
       "      'duration': '636',\n",
       "      'polyline': '113.541775,23.5374;113.541359,23.536285;113.540395,23.532969;113.540312,23.532713;113.539848,23.53122;113.53888,23.528242;113.538637,23.527431;113.538325,23.526454;113.538151,23.52599;113.537856,23.525278;113.537587,23.524666;113.537348,23.52418;113.53707,23.523659;113.536723,23.523082;113.53622,23.5223;113.535872,23.521801;113.535812,23.521727;113.535616,23.521463;113.535069,23.520786;113.534614,23.520278;113.534197,23.519839;113.533663,23.519323;113.533238,23.518928;113.532782,23.518542;113.532713,23.518481;113.53224,23.518103;113.531554,23.5176;113.531046,23.517257;113.530295,23.516793;113.529692,23.516437;113.528477,23.51576;113.527548,23.515252;113.52635,23.514588;113.525299,23.51398;113.51941,23.510742;113.518316,23.510135;113.516563,23.509067;113.51513,23.508099;113.514227,23.507431;113.513655,23.507005;113.512882,23.506372;113.511884,23.50553;113.511319,23.505026;113.510742,23.504484;113.510699,23.50444;113.510117,23.503863;113.509258,23.502973;113.507539,23.501107;113.506871,23.500382;113.506276,23.499753;113.505334,23.498763;113.503872,23.497413;113.50355,23.497148;113.50224,23.496068;113.501133,23.49523;113.500347,23.494674;113.496471,23.492018;113.493958,23.490321;113.492209,23.489115;113.491727,23.488767;113.491523,23.488624;113.490972,23.48819;113.490747,23.488003;113.489805,23.487153;113.489336,23.486675;113.488767,23.486033;113.487899,23.485048;113.487448,23.48457;113.486944,23.484032;113.485508,23.482813;113.484991,23.482418;113.484297,23.481975;113.483668,23.481597;113.4824,23.480872;113.481832,23.480516;113.48135,23.480191;113.480998,23.4799;113.480703,23.479635;113.480443,23.479384;113.479918,23.478785;113.479696,23.478511;113.47924,23.477808;113.479223,23.477782;113.478928,23.477192;113.478655,23.476454;113.478494,23.47592;113.478394,23.47546;113.478351,23.475165;113.478273,23.47444;113.478242,23.473928;113.478103,23.470043;113.478034,23.469188;113.477908,23.468403;113.47783,23.468043;113.477635,23.467365;113.477422,23.466797;113.477348,23.466602;113.477066,23.465994;113.476884,23.465647;113.476385,23.464852;113.476189,23.464596;113.47592,23.464245;113.475165,23.463416;113.473168,23.461593;113.472418,23.460872;113.471554,23.459939;113.470321,23.458533;113.469679,23.457869;113.469154,23.457365;113.468641,23.456936;113.468073,23.45651;113.467461,23.456098;113.467018,23.455807;113.466797,23.455664;113.464314,23.454049;113.463116,23.45326;113.461493,23.452209;113.459262,23.450751;113.458863,23.450486;113.457539,23.449622;113.456623,23.449028;113.456024,23.448646;113.455651,23.448411;113.455278,23.44819;113.455035,23.448043;113.454219,23.447548;113.45378,23.447309;113.452865,23.446845;113.451458,23.446224;113.450846,23.445981;113.449974,23.445668;113.448798,23.445308;113.448372,23.4452;113.447951,23.445087;113.446962,23.44487;113.446662,23.444822;113.445256,23.444609;113.444822,23.444549;113.444319,23.444484;113.443368,23.444397;113.442383,23.444353;113.441441,23.444345;113.440747,23.444362;113.4398,23.444414;113.438164,23.444544',\n",
       "      'action': '向右前方行驶',\n",
       "      'assistant_action': '进入匝道',\n",
       "      'tmcs': [{'lcode': [],\n",
       "        'distance': '510',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.541775,23.5374;113.541359,23.536285;113.540395,23.532969'},\n",
       "       {'lcode': [],\n",
       "        'distance': '1261',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.540395,23.532969;113.540312,23.532713;113.539848,23.53122;113.53888,23.528242;113.538637,23.527431;113.538325,23.526454;113.538151,23.52599;113.537856,23.525278;113.537587,23.524666;113.537348,23.52418;113.53707,23.523659;113.536723,23.523082;113.53622,23.5223'},\n",
       "       {'lcode': [],\n",
       "        'distance': '619',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.53622,23.5223;113.535872,23.521801;113.535812,23.521727;113.535616,23.521463;113.535069,23.520786;113.534614,23.520278;113.534197,23.519839;113.533663,23.519323;113.533238,23.518928;113.532782,23.518542;113.532713,23.518481;113.53224,23.518103'},\n",
       "       {'lcode': [],\n",
       "        'distance': '464',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.53224,23.518103;113.531554,23.5176;113.531046,23.517257;113.530295,23.516793;113.529692,23.516437;113.528477,23.51576'},\n",
       "       {'lcode': [],\n",
       "        'distance': '110',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.528477,23.51576;113.527548,23.515252'},\n",
       "       {'lcode': [],\n",
       "        'distance': '142',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.527548,23.515252;113.52635,23.514588'},\n",
       "       {'lcode': [],\n",
       "        'distance': '1471',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.52635,23.514588;113.525299,23.51398;113.51941,23.510742;113.518316,23.510135;113.516563,23.509067;113.51513,23.508099;113.514227,23.507431'},\n",
       "       {'lcode': [],\n",
       "        'distance': '318',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.514227,23.507431;113.513655,23.507005;113.512882,23.506372;113.511884,23.50553'},\n",
       "       {'lcode': [],\n",
       "        'distance': '661',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.511884,23.50553;113.511319,23.505026;113.510742,23.504484;113.510699,23.50444;113.510117,23.503863;113.509258,23.502973;113.507539,23.501107'},\n",
       "       {'lcode': [],\n",
       "        'distance': '343',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.507539,23.501107;113.506871,23.500382;113.506276,23.499753;113.505334,23.498763'},\n",
       "       {'lcode': [],\n",
       "        'distance': '210',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.505334,23.498763;113.503872,23.497413'},\n",
       "       {'lcode': [],\n",
       "        'distance': '44',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.503872,23.497413;113.50355,23.497148'},\n",
       "       {'lcode': [],\n",
       "        'distance': '1624',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.50355,23.497148;113.50224,23.496068;113.501133,23.49523;113.500347,23.494674;113.496471,23.492018;113.493958,23.490321;113.492209,23.489115;113.491727,23.488767;113.491523,23.488624;113.490972,23.48819'},\n",
       "       {'lcode': [],\n",
       "        'distance': '236',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.490972,23.48819;113.490747,23.488003;113.489805,23.487153;113.489336,23.486675'},\n",
       "       {'lcode': [],\n",
       "        'distance': '2705',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.489336,23.486675;113.488767,23.486033;113.487899,23.485048;113.487448,23.48457;113.486944,23.484032;113.485508,23.482813;113.484991,23.482418;113.484297,23.481975;113.483668,23.481597;113.4824,23.480872;113.481832,23.480516;113.48135,23.480191;113.480998,23.4799;113.480703,23.479635;113.480443,23.479384;113.479918,23.478785;113.479696,23.478511;113.47924,23.477808;113.479223,23.477782;113.478928,23.477192;113.478655,23.476454;113.478494,23.47592;113.478394,23.47546;113.478351,23.475165;113.478273,23.47444;113.478242,23.473928;113.478103,23.470043;113.478034,23.469188;113.477908,23.468403;113.47783,23.468043;113.477635,23.467365;113.477422,23.466797;113.477348,23.466602'},\n",
       "       {'lcode': [],\n",
       "        'distance': '1945',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.477348,23.466602;113.477066,23.465994;113.476884,23.465647;113.476385,23.464852;113.476189,23.464596;113.47592,23.464245;113.475165,23.463416;113.473168,23.461593;113.472418,23.460872;113.471554,23.459939;113.470321,23.458533;113.469679,23.457869;113.469154,23.457365;113.468641,23.456936;113.468073,23.45651;113.467461,23.456098;113.467018,23.455807;113.466797,23.455664;113.464314,23.454049'},\n",
       "       {'lcode': [],\n",
       "        'distance': '353',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.464314,23.454049;113.463116,23.45326;113.461493,23.452209'},\n",
       "       {'lcode': [],\n",
       "        'distance': '279',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.461493,23.452209;113.459262,23.450751'},\n",
       "       {'lcode': [],\n",
       "        'distance': '330',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.459262,23.450751;113.458863,23.450486;113.457539,23.449622;113.456623,23.449028'},\n",
       "       {'lcode': [],\n",
       "        'distance': '74',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.456623,23.449028;113.456024,23.448646'},\n",
       "       {'lcode': [],\n",
       "        'distance': '91',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.456024,23.448646;113.455651,23.448411;113.455278,23.44819'},\n",
       "       {'lcode': [],\n",
       "        'distance': '516',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.455278,23.44819;113.455035,23.448043;113.454219,23.447548;113.45378,23.447309;113.452865,23.446845;113.451458,23.446224;113.450846,23.445981'},\n",
       "       {'lcode': [],\n",
       "        'distance': '222',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.450846,23.445981;113.449974,23.445668;113.448798,23.445308'},\n",
       "       {'lcode': [],\n",
       "        'distance': '467',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.448798,23.445308;113.448372,23.4452;113.447951,23.445087;113.446962,23.44487;113.446662,23.444822;113.445256,23.444609;113.444822,23.444549;113.444319,23.444484'},\n",
       "       {'lcode': [],\n",
       "        'distance': '294',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.444319,23.444484;113.443368,23.444397;113.442383,23.444353;113.441441,23.444345'},\n",
       "       {'lcode': [],\n",
       "        'distance': '336',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.441441,23.444345;113.440747,23.444362;113.4398,23.444414;113.438164,23.444544'}],\n",
       "      'cities': [{'name': '广州市',\n",
       "        'citycode': '020',\n",
       "        'adcode': '440100',\n",
       "        'districts': [{'name': '从化区', 'adcode': '440117'},\n",
       "         {'name': '花都区', 'adcode': '440114'}]}]},\n",
       "     {'instruction': '沿G45大广高速出口向西行驶485米靠左',\n",
       "      'orientation': '西',\n",
       "      'road': 'G45大广高速出口',\n",
       "      'distance': '485',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '485',\n",
       "      'toll_road': 'G45大广高速出口',\n",
       "      'duration': '23',\n",
       "      'polyline': '113.438164,23.444544;113.438056,23.444631;113.437925,23.444666;113.437339,23.444748;113.436892,23.444822;113.435911,23.444987;113.434766,23.4452;113.433542,23.445443',\n",
       "      'action': '靠左',\n",
       "      'assistant_action': [],\n",
       "      'tmcs': [{'lcode': [],\n",
       "        'distance': '485',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.438164,23.444544;113.438056,23.444631;113.437925,23.444666;113.437339,23.444748;113.436892,23.444822;113.435911,23.444987;113.434766,23.4452;113.433542,23.445443'}],\n",
       "      'cities': [{'name': '广州市',\n",
       "        'citycode': '020',\n",
       "        'adcode': '440100',\n",
       "        'districts': [{'name': '花都区', 'adcode': '440114'}]}]},\n",
       "     {'instruction': '沿机场北立交向西行驶535米向右前方行驶',\n",
       "      'orientation': '西',\n",
       "      'road': '机场北立交',\n",
       "      'distance': '535',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '535',\n",
       "      'toll_road': '机场北立交',\n",
       "      'duration': '35',\n",
       "      'polyline': '113.433542,23.445443;113.431901,23.445846;113.431024,23.446098;113.429618,23.446506;113.42852,23.446866',\n",
       "      'action': '向右前方行驶',\n",
       "      'assistant_action': [],\n",
       "      'tmcs': [{'lcode': [],\n",
       "        'distance': '417',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.433542,23.445443;113.431901,23.445846;113.431024,23.446098;113.429618,23.446506'},\n",
       "       {'lcode': [],\n",
       "        'distance': '118',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.429618,23.446506;113.42852,23.446866'}],\n",
       "      'cities': [{'name': '广州市',\n",
       "        'citycode': '020',\n",
       "        'adcode': '440100',\n",
       "        'districts': [{'name': '花都区', 'adcode': '440114'}]}]},\n",
       "     {'instruction': '沿机场北立交途径G4京港澳高速向南行驶6.8千米向右前方行驶进入匝道',\n",
       "      'orientation': '南',\n",
       "      'road': '机场北立交',\n",
       "      'distance': '6759',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '6759',\n",
       "      'toll_road': '机场北立交',\n",
       "      'duration': '294',\n",
       "      'polyline': '113.42852,23.446866;113.428181,23.447053;113.42809,23.447118;113.428008,23.447201;113.427951,23.447296;113.427904,23.447396;113.427878,23.4475;113.427865,23.447604;113.427899,23.447826;113.427938,23.44793;113.42799,23.448008;113.428064,23.44809;113.428151,23.448164;113.428273,23.448234;113.428381,23.448277;113.428498,23.448299;113.428611,23.448307;113.428763,23.448294;113.42888,23.44826;113.429002,23.448203;113.42918,23.448064;113.429249,23.447977;113.429297,23.447878;113.429336,23.447773;113.429349,23.447665;113.429345,23.447556;113.429323,23.447444;113.429227,23.44717;113.429201,23.447036;113.429188,23.446875;113.429028,23.44648;113.428845,23.445977;113.428676,23.445434;113.428568,23.445035;113.428516,23.444822;113.428416,23.444414;113.428268,23.443615;113.428247,23.443429;113.428199,23.442704;113.428177,23.441359;113.428229,23.440516;113.428273,23.440187;113.428346,23.43967;113.428832,23.437122;113.428906,23.436519;113.428954,23.435972;113.42898,23.435356;113.428976,23.434909;113.428937,23.434141;113.428906,23.433837;113.428841,23.433303;113.42872,23.432635;113.428659,23.432344;113.428537,23.431862;113.428316,23.431141;113.428194,23.430794;113.427865,23.429961;113.427391,23.428963;113.426931,23.427995;113.426658,23.427405;113.426285,23.42661;113.425399,23.424718;113.424635,23.42309;113.424527,23.422852;113.424115,23.421901;113.423815,23.421141;113.423433,23.420035;113.423207,23.419288;113.422852,23.417943;113.422778,23.417656;113.422604,23.416775;113.422457,23.415968;113.422266,23.414557;113.42224,23.414184;113.422148,23.413199;113.422114,23.412639;113.422088,23.411862;113.422088,23.411788;113.422105,23.410512;113.422131,23.409718;113.422174,23.409058;113.42224,23.408333;113.422352,23.407439;113.422852,23.404284;113.422951,23.403646;113.423086,23.402543;113.423134,23.401719;113.423173,23.400985;113.423173,23.400877;113.423164,23.400521;113.423142,23.399657;113.423125,23.399262;113.423021,23.398012;113.422925,23.397292;113.422852,23.396879;113.422843,23.396853;113.422717,23.396163;113.422556,23.395247;113.422413,23.39451;113.421793,23.391124',\n",
       "      'action': '向右前方行驶',\n",
       "      'assistant_action': '进入匝道',\n",
       "      'tmcs': [{'lcode': [],\n",
       "        'distance': '437',\n",
       "        'status': '缓行',\n",
       "        'polyline': '113.42852,23.446866;113.428181,23.447053;113.42809,23.447118;113.428008,23.447201;113.427951,23.447296;113.427904,23.447396;113.427878,23.4475;113.427865,23.447604;113.427899,23.447826;113.427938,23.44793;113.42799,23.448008;113.428064,23.44809;113.428151,23.448164;113.428273,23.448234;113.428381,23.448277;113.428498,23.448299;113.428611,23.448307;113.428763,23.448294;113.42888,23.44826;113.429002,23.448203;113.42918,23.448064;113.429249,23.447977;113.429297,23.447878;113.429336,23.447773;113.429349,23.447665;113.429345,23.447556;113.429323,23.447444;113.429227,23.44717;113.429201,23.447036;113.429188,23.446875'},\n",
       "       {'lcode': [],\n",
       "        'distance': '374',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.429188,23.446875;113.429028,23.44648;113.428845,23.445977;113.428676,23.445434;113.428568,23.445035;113.428516,23.444822;113.428416,23.444414;113.428268,23.443615'},\n",
       "       {'lcode': [],\n",
       "        'distance': '20',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.428268,23.443615;113.428247,23.443429'},\n",
       "       {'lcode': [],\n",
       "        'distance': '771',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.428247,23.443429;113.428199,23.442704;113.428177,23.441359;113.428229,23.440516;113.428273,23.440187;113.428346,23.43967;113.428832,23.437122;113.428906,23.436519'},\n",
       "       {'lcode': [],\n",
       "        'distance': '356',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.428906,23.436519;113.428954,23.435972;113.42898,23.435356;113.428976,23.434909;113.428937,23.434141;113.428906,23.433837;113.428841,23.433303'},\n",
       "       {'lcode': [],\n",
       "        'distance': '107',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.428841,23.433303;113.42872,23.432635;113.428659,23.432344'},\n",
       "       {'lcode': [],\n",
       "        'distance': '276',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.428659,23.432344;113.428537,23.431862;113.428316,23.431141;113.428194,23.430794;113.427865,23.429961'},\n",
       "       {'lcode': [],\n",
       "        'distance': '237',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.427865,23.429961;113.427391,23.428963;113.426931,23.427995'},\n",
       "       {'lcode': [],\n",
       "        'distance': '167',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.426931,23.427995;113.426658,23.427405;113.426285,23.42661'},\n",
       "       {'lcode': [],\n",
       "        'distance': '1445',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.426285,23.42661;113.425399,23.424718;113.424635,23.42309;113.424527,23.422852;113.424115,23.421901;113.423815,23.421141;113.423433,23.420035;113.423207,23.419288;113.422852,23.417943;113.422778,23.417656;113.422604,23.416775;113.422457,23.415968;113.422266,23.414557;113.42224,23.414184'},\n",
       "       {'lcode': [],\n",
       "        'distance': '1468',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.42224,23.414184;113.422148,23.413199;113.422114,23.412639;113.422088,23.411862;113.422088,23.411788;113.422105,23.410512;113.422131,23.409718;113.422174,23.409058;113.42224,23.408333;113.422352,23.407439;113.422852,23.404284;113.422951,23.403646;113.423086,23.402543;113.423134,23.401719;113.423173,23.400985'},\n",
       "       {'lcode': [],\n",
       "        'distance': '191',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.423173,23.400985;113.423173,23.400877;113.423164,23.400521;113.423142,23.399657;113.423125,23.399262'},\n",
       "       {'lcode': [],\n",
       "        'distance': '268',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.423125,23.399262;113.423021,23.398012;113.422925,23.397292;113.422852,23.396879;113.422843,23.396853'},\n",
       "       {'lcode': [],\n",
       "        'distance': '179',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.422843,23.396853;113.422717,23.396163;113.422556,23.395247'},\n",
       "       {'lcode': [],\n",
       "        'distance': '463',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.422556,23.395247;113.422413,23.39451;113.421793,23.391124'}],\n",
       "      'cities': [{'name': '广州市',\n",
       "        'citycode': '020',\n",
       "        'adcode': '440100',\n",
       "        'districts': [{'name': '花都区', 'adcode': '440114'},\n",
       "         {'name': '白云区', 'adcode': '440111'}]}]},\n",
       "     {'instruction': '沿G4京港澳高速出口向西南行驶707米减速行驶到达收费站',\n",
       "      'orientation': '西南',\n",
       "      'road': 'G4京港澳高速出口',\n",
       "      'distance': '707',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '707',\n",
       "      'toll_road': 'G4京港澳高速出口',\n",
       "      'duration': '45',\n",
       "      'polyline': '113.421793,23.391124;113.421727,23.391055;113.421693,23.390985;113.421615,23.390803;113.421398,23.389891;113.421385,23.389835;113.421298,23.389622;113.421228,23.389479;113.421111,23.38928;113.421024,23.389149;113.420937,23.389036;113.420829,23.388911;113.420703,23.388785;113.420534,23.388637;113.42026,23.388455;113.419744,23.388168;113.419579,23.388069;113.419431,23.38796;113.41931,23.387843;113.419219,23.387713;113.419158,23.3876;113.419123,23.3875;113.41908,23.387322;113.419062,23.387148;113.419028,23.386563;113.419015,23.386424;113.41895,23.38612;113.418932,23.386016;113.418928,23.385699',\n",
       "      'action': '减速行驶',\n",
       "      'assistant_action': '到达收费站',\n",
       "      'tmcs': [{'lcode': [],\n",
       "        'distance': '707',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.421793,23.391124;113.421727,23.391055;113.421693,23.390985;113.421615,23.390803;113.421398,23.389891;113.421385,23.389835;113.421298,23.389622;113.421228,23.389479;113.421111,23.38928;113.421024,23.389149;113.420937,23.389036;113.420829,23.388911;113.420703,23.388785;113.420534,23.388637;113.42026,23.388455;113.419744,23.388168;113.419579,23.388069;113.419431,23.38796;113.41931,23.387843;113.419219,23.387713;113.419158,23.3876;113.419123,23.3875;113.41908,23.387322;113.419062,23.387148;113.419028,23.386563;113.419015,23.386424;113.41895,23.38612;113.418932,23.386016;113.418928,23.385699'}],\n",
       "      'cities': [{'name': '广州市',\n",
       "        'citycode': '020',\n",
       "        'adcode': '440100',\n",
       "        'districts': [{'name': '白云区', 'adcode': '440111'}]}]},\n",
       "     {'instruction': '沿G4京港澳高速出口途径广从公路向西南行驶654米向右前方行驶进入辅路',\n",
       "      'orientation': '西南',\n",
       "      'road': 'G4京港澳高速出口',\n",
       "      'distance': '654',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '61',\n",
       "      'polyline': '113.418928,23.385699;113.418932,23.385547;113.419002,23.385299;113.419019,23.385187;113.419023,23.385104;113.419028,23.384918;113.418993,23.384253;113.418954,23.384028;113.418845,23.383668;113.418776,23.383468;113.418715,23.383312;113.418681,23.38326;113.418628,23.383186;113.418494,23.38306;113.418108,23.38296;113.417964,23.382917;113.416979,23.382648;113.416458,23.382513;113.415968,23.382378;113.4152,23.38217',\n",
       "      'action': '向右前方行驶',\n",
       "      'assistant_action': '进入辅路',\n",
       "      'tmcs': [{'lcode': [],\n",
       "        'distance': '46',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.418928,23.385699;113.418932,23.385547;113.419002,23.385299'},\n",
       "       {'lcode': [],\n",
       "        'distance': '259',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.419002,23.385299;113.419019,23.385187;113.419023,23.385104;113.419028,23.384918;113.418993,23.384253;113.418954,23.384028;113.418845,23.383668;113.418776,23.383468;113.418715,23.383312;113.418681,23.38326;113.418628,23.383186;113.418494,23.38306'},\n",
       "       {'lcode': [],\n",
       "        'distance': '41',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.418494,23.38306;113.418108,23.38296'},\n",
       "       {'lcode': [],\n",
       "        'distance': '16',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.418108,23.38296;113.417964,23.382917'},\n",
       "       {'lcode': [],\n",
       "        'distance': '104',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.417964,23.382917;113.416979,23.382648'},\n",
       "       {'lcode': [],\n",
       "        'distance': '55',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.416979,23.382648;113.416458,23.382513'},\n",
       "       {'lcode': [],\n",
       "        'distance': '52',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.416458,23.382513;113.415968,23.382378'},\n",
       "       {'lcode': [],\n",
       "        'distance': '81',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.415968,23.382378;113.4152,23.38217'}],\n",
       "      'cities': [{'name': '广州市',\n",
       "        'citycode': '020',\n",
       "        'adcode': '440100',\n",
       "        'districts': [{'name': '白云区', 'adcode': '440111'}]}]},\n",
       "     {'instruction': '沿广从公路辅路向西行驶513米右转',\n",
       "      'orientation': '西',\n",
       "      'road': '广从公路辅路',\n",
       "      'distance': '513',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '113',\n",
       "      'polyline': '113.4152,23.38217;113.415026,23.382174;113.414909,23.382153;113.414792,23.382127;113.411359,23.381233;113.410994,23.381141;113.410343,23.380959',\n",
       "      'action': '右转',\n",
       "      'assistant_action': [],\n",
       "      'tmcs': [{'lcode': [],\n",
       "        'distance': '30',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.4152,23.38217;113.415026,23.382174;113.414909,23.382153'},\n",
       "       {'lcode': [],\n",
       "        'distance': '12',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.414909,23.382153;113.414792,23.382127'},\n",
       "       {'lcode': [],\n",
       "        'distance': '364',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.414792,23.382127;113.411359,23.381233'},\n",
       "       {'lcode': [],\n",
       "        'distance': '38',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.411359,23.381233;113.410994,23.381141'},\n",
       "       {'lcode': [],\n",
       "        'distance': '69',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.410994,23.381141;113.410343,23.380959'}],\n",
       "      'cities': [{'name': '广州市',\n",
       "        'citycode': '020',\n",
       "        'adcode': '440100',\n",
       "        'districts': [{'name': '白云区', 'adcode': '440111'}]}]},\n",
       "     {'instruction': '沿福龙路向北行驶197米向左前方行驶',\n",
       "      'orientation': '北',\n",
       "      'road': '福龙路',\n",
       "      'distance': '197',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '49',\n",
       "      'polyline': '113.410343,23.380959;113.410265,23.381211;113.41013,23.381623;113.410022,23.381944;113.409909,23.382257;113.409813,23.382526;113.409735,23.382648',\n",
       "      'action': '向左前方行驶',\n",
       "      'assistant_action': [],\n",
       "      'tmcs': [{'lcode': [],\n",
       "        'distance': '29',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.410343,23.380959;113.410265,23.381211'},\n",
       "       {'lcode': [],\n",
       "        'distance': '48',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.410265,23.381211;113.41013,23.381623'},\n",
       "       {'lcode': [],\n",
       "        'distance': '37',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.41013,23.381623;113.410022,23.381944'},\n",
       "       {'lcode': [],\n",
       "        'distance': '36',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.410022,23.381944;113.409909,23.382257'},\n",
       "       {'lcode': [],\n",
       "        'distance': '47',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.409909,23.382257;113.409813,23.382526;113.409735,23.382648'}],\n",
       "      'cities': [{'name': '广州市',\n",
       "        'citycode': '020',\n",
       "        'adcode': '440100',\n",
       "        'districts': [{'name': '白云区', 'adcode': '440111'}]}]},\n",
       "     {'instruction': '沿福龙路向西北行驶898米靠右',\n",
       "      'orientation': '西北',\n",
       "      'road': '福龙路',\n",
       "      'distance': '898',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '236',\n",
       "      'polyline': '113.409735,23.382648;113.40967,23.382713;113.40957,23.38276;113.408247,23.383364;113.407908,23.383507;113.407656,23.38362;113.407326,23.383772;113.40678,23.384015;113.406615,23.384093;113.406289,23.38424;113.40556,23.384579;113.405295,23.38464;113.405104,23.384757;113.4049,23.384857;113.404766,23.384909;113.404531,23.385013;113.403294,23.385569;113.402925,23.385738;113.402135,23.386107;113.402023,23.386137;113.401766,23.38615',\n",
       "      'action': '靠右',\n",
       "      'assistant_action': [],\n",
       "      'tmcs': [{'lcode': [],\n",
       "        'distance': '21',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.409735,23.382648;113.40967,23.382713;113.40957,23.38276'},\n",
       "       {'lcode': [],\n",
       "        'distance': '150',\n",
       "        'status': '缓行',\n",
       "        'polyline': '113.40957,23.38276;113.408247,23.383364'},\n",
       "       {'lcode': [],\n",
       "        'distance': '37',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.408247,23.383364;113.407908,23.383507'},\n",
       "       {'lcode': [],\n",
       "        'distance': '28',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.407908,23.383507;113.407656,23.38362'},\n",
       "       {'lcode': [],\n",
       "        'distance': '38',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.407656,23.38362;113.407326,23.383772'},\n",
       "       {'lcode': [],\n",
       "        'distance': '62',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.407326,23.383772;113.40678,23.384015'},\n",
       "       {'lcode': [],\n",
       "        'distance': '18',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.40678,23.384015;113.406615,23.384093'},\n",
       "       {'lcode': [],\n",
       "        'distance': '37',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.406615,23.384093;113.406289,23.38424'},\n",
       "       {'lcode': [],\n",
       "        'distance': '83',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.406289,23.38424;113.40556,23.384579'},\n",
       "       {'lcode': [],\n",
       "        'distance': '74',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.40556,23.384579;113.405295,23.38464;113.405104,23.384757;113.4049,23.384857'},\n",
       "       {'lcode': [],\n",
       "        'distance': '14',\n",
       "        'status': '缓行',\n",
       "        'polyline': '113.4049,23.384857;113.404766,23.384909'},\n",
       "       {'lcode': [],\n",
       "        'distance': '27',\n",
       "        'status': '缓行',\n",
       "        'polyline': '113.404766,23.384909;113.404531,23.385013'},\n",
       "       {'lcode': [],\n",
       "        'distance': '139',\n",
       "        'status': '缓行',\n",
       "        'polyline': '113.404531,23.385013;113.403294,23.385569'},\n",
       "       {'lcode': [],\n",
       "        'distance': '42',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.403294,23.385569;113.402925,23.385738'},\n",
       "       {'lcode': [],\n",
       "        'distance': '102',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.402925,23.385738;113.402135,23.386107;113.402023,23.386137'},\n",
       "       {'lcode': [],\n",
       "        'distance': '26',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.402023,23.386137;113.401766,23.38615'}],\n",
       "      'cities': [{'name': '广州市',\n",
       "        'citycode': '020',\n",
       "        'adcode': '440100',\n",
       "        'districts': [{'name': '白云区', 'adcode': '440111'}]}]},\n",
       "     {'instruction': '沿钟车路向西北行驶1.1千米向左前方行驶',\n",
       "      'orientation': '西北',\n",
       "      'road': '钟车路',\n",
       "      'distance': '1069',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '113',\n",
       "      'polyline': '113.401766,23.38615;113.401415,23.386211;113.401141,23.386233;113.400877,23.386263;113.40079,23.386276;113.400299,23.386389;113.399735,23.386563;113.399258,23.38674;113.398112,23.387326;113.397652,23.387561;113.396753,23.388121;113.396111,23.388511;113.395534,23.388859;113.39513,23.389128;113.394692,23.389444;113.394449,23.389622;113.39408,23.389891;113.392878,23.390764;113.392752,23.390855',\n",
       "      'action': '向左前方行驶',\n",
       "      'assistant_action': [],\n",
       "      'tmcs': [{'lcode': [],\n",
       "        'distance': '64',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.401766,23.38615;113.401415,23.386211;113.401141,23.386233'},\n",
       "       {'lcode': [],\n",
       "        'distance': '149',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.401141,23.386233;113.400877,23.386263;113.40079,23.386276;113.400299,23.386389;113.399735,23.386563'},\n",
       "       {'lcode': [],\n",
       "        'distance': '186',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.399735,23.386563;113.399258,23.38674;113.398112,23.387326'},\n",
       "       {'lcode': [],\n",
       "        'distance': '53',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.398112,23.387326;113.397652,23.387561'},\n",
       "       {'lcode': [],\n",
       "        'distance': '110',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.397652,23.387561;113.396753,23.388121'},\n",
       "       {'lcode': [],\n",
       "        'distance': '78',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.396753,23.388121;113.396111,23.388511'},\n",
       "       {'lcode': [],\n",
       "        'distance': '178',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.396111,23.388511;113.395534,23.388859;113.39513,23.389128;113.394692,23.389444'},\n",
       "       {'lcode': [],\n",
       "        'distance': '31',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.394692,23.389444;113.394449,23.389622'},\n",
       "       {'lcode': [],\n",
       "        'distance': '204',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.394449,23.389622;113.39408,23.389891;113.392878,23.390764'},\n",
       "       {'lcode': [],\n",
       "        'distance': '16',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.392878,23.390764;113.392752,23.390855'}],\n",
       "      'cities': [{'name': '广州市',\n",
       "        'citycode': '020',\n",
       "        'adcode': '440100',\n",
       "        'districts': [{'name': '白云区', 'adcode': '440111'}]}]},\n",
       "     {'instruction': '沿龙岗双龙路向西行驶876米右转',\n",
       "      'orientation': '西',\n",
       "      'road': '龙岗双龙路',\n",
       "      'distance': '876',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '105',\n",
       "      'polyline': '113.392695,23.390911;113.392088,23.390898;113.391944,23.390868;113.391007,23.390846;113.390938,23.390872;113.390122,23.390903;113.389531,23.390937;113.387669,23.391098;113.387378,23.391124;113.387153,23.391146;113.38638,23.391259;113.386215,23.391298;113.385764,23.39145;113.385556,23.391541;113.385378,23.391641;113.384913,23.391936;113.384479,23.392305',\n",
       "      'action': '右转',\n",
       "      'assistant_action': [],\n",
       "      'tmcs': [{'lcode': [],\n",
       "        'distance': '77',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.392695,23.390911;113.392088,23.390898;113.391944,23.390868'},\n",
       "       {'lcode': [],\n",
       "        'distance': '104',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.391944,23.390868;113.391007,23.390846;113.390938,23.390872'},\n",
       "       {'lcode': [],\n",
       "        'distance': '83',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.390938,23.390872;113.390122,23.390903'},\n",
       "       {'lcode': [],\n",
       "        'distance': '60',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.390122,23.390903;113.389531,23.390937'},\n",
       "       {'lcode': [],\n",
       "        'distance': '190',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.389531,23.390937;113.387669,23.391098'},\n",
       "       {'lcode': [],\n",
       "        'distance': '53',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.387669,23.391098;113.387378,23.391124;113.387153,23.391146'},\n",
       "       {'lcode': [],\n",
       "        'distance': '80',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.387153,23.391146;113.38638,23.391259'},\n",
       "       {'lcode': [],\n",
       "        'distance': '229',\n",
       "        'status': '畅通',\n",
       "        'polyline': '113.38638,23.391259;113.386215,23.391298;113.385764,23.39145;113.385556,23.391541;113.385378,23.391641;113.384913,23.391936;113.384479,23.392305'}],\n",
       "      'cities': [{'name': '广州市',\n",
       "        'citycode': '020',\n",
       "        'adcode': '440100',\n",
       "        'districts': [{'name': '白云区', 'adcode': '440111'}]}]},\n",
       "     {'instruction': '向东北行驶18米左转',\n",
       "      'orientation': '东北',\n",
       "      'distance': '18',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '11',\n",
       "      'polyline': '113.384479,23.392305;113.384579,23.392352;113.384644,23.392383',\n",
       "      'action': '左转',\n",
       "      'assistant_action': [],\n",
       "      'tmcs': [{'lcode': [],\n",
       "        'distance': '11',\n",
       "        'status': '未知',\n",
       "        'polyline': '113.384479,23.392305;113.384579,23.392352'},\n",
       "       {'lcode': [],\n",
       "        'distance': '7',\n",
       "        'status': '未知',\n",
       "        'polyline': '113.384579,23.392352;113.384644,23.392383'}],\n",
       "      'cities': [{'name': '广州市',\n",
       "        'citycode': '020',\n",
       "        'adcode': '440100',\n",
       "        'districts': [{'name': '白云区', 'adcode': '440111'}]}]},\n",
       "     {'instruction': '向西北行驶7米到达目的地',\n",
       "      'orientation': '西北',\n",
       "      'distance': '7',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '3',\n",
       "      'polyline': '113.384644,23.392383;113.384601,23.392431',\n",
       "      'action': [],\n",
       "      'assistant_action': '到达目的地',\n",
       "      'tmcs': [{'lcode': [],\n",
       "        'distance': '7',\n",
       "        'status': '未知',\n",
       "        'polyline': '113.384644,23.392383;113.384601,23.392431'}],\n",
       "      'cities': [{'name': '广州市',\n",
       "        'citycode': '020',\n",
       "        'adcode': '440100',\n",
       "        'districts': [{'name': '白云区', 'adcode': '440111'}]}]}],\n",
       "    'restriction': '0',\n",
       "    'traffic_lights': '4'}]}}"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "drive(my_key,origin=results_起始点,destination=results_终点)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>instruction</th>\n",
       "      <th>orientation</th>\n",
       "      <th>distance</th>\n",
       "      <th>tolls</th>\n",
       "      <th>toll_distance</th>\n",
       "      <th>toll_road</th>\n",
       "      <th>duration</th>\n",
       "      <th>polyline</th>\n",
       "      <th>action</th>\n",
       "      <th>assistant_action</th>\n",
       "      <th>tmcs</th>\n",
       "      <th>cities</th>\n",
       "      <th>road</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>向北行驶122米向左前方行驶</td>\n",
       "      <td>北</td>\n",
       "      <td>122</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>[]</td>\n",
       "      <td>31</td>\n",
       "      <td>113.679596,23.632574;113.679596,23.632856;113....</td>\n",
       "      <td>向左前方行驶</td>\n",
       "      <td>[]</td>\n",
       "      <td>[{'lcode': [], 'distance': '31', 'status': '未知...</td>\n",
       "      <td>[{'name': '广州市', 'citycode': '020', 'adcode': ...</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>沿博学路向北行驶79米向左前方行驶</td>\n",
       "      <td>北</td>\n",
       "      <td>79</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>[]</td>\n",
       "      <td>21</td>\n",
       "      <td>113.679648,23.633689;113.679549,23.633967;113....</td>\n",
       "      <td>向左前方行驶</td>\n",
       "      <td>[]</td>\n",
       "      <td>[{'lcode': [], 'distance': '32', 'status': '未知...</td>\n",
       "      <td>[{'name': '广州市', 'citycode': '020', 'adcode': ...</td>\n",
       "      <td>博学路</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>沿博学路向西北行驶118米左转</td>\n",
       "      <td>西北</td>\n",
       "      <td>118</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>[]</td>\n",
       "      <td>29</td>\n",
       "      <td>113.679375,23.634358;113.679249,23.634479;113....</td>\n",
       "      <td>左转</td>\n",
       "      <td>[]</td>\n",
       "      <td>[{'lcode': [], 'distance': '19', 'status': '未知...</td>\n",
       "      <td>[{'name': '广州市', 'citycode': '020', 'adcode': ...</td>\n",
       "      <td>博学路</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>沿博学路向西行驶163米右转</td>\n",
       "      <td>西</td>\n",
       "      <td>163</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>[]</td>\n",
       "      <td>34</td>\n",
       "      <td>113.678555,23.635109;113.677856,23.635087;113....</td>\n",
       "      <td>右转</td>\n",
       "      <td>[]</td>\n",
       "      <td>[{'lcode': [], 'distance': '106', 'status': '未...</td>\n",
       "      <td>[{'name': '广州市', 'citycode': '020', 'adcode': ...</td>\n",
       "      <td>博学路</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>沿博学路向西行驶33米右转</td>\n",
       "      <td>西</td>\n",
       "      <td>33</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>[]</td>\n",
       "      <td>12</td>\n",
       "      <td>113.677083,23.634661;113.677027,23.634701;113....</td>\n",
       "      <td>右转</td>\n",
       "      <td>[]</td>\n",
       "      <td>[{'lcode': [], 'distance': '33', 'status': '未知...</td>\n",
       "      <td>[{'name': '广州市', 'citycode': '020', 'adcode': ...</td>\n",
       "      <td>博学路</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>沿中山路向西北行驶1.3千米右转</td>\n",
       "      <td>西北</td>\n",
       "      <td>1265</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>[]</td>\n",
       "      <td>276</td>\n",
       "      <td>113.676788,23.634657;113.675265,23.636128;113....</td>\n",
       "      <td>右转</td>\n",
       "      <td>[]</td>\n",
       "      <td>[{'lcode': [], 'distance': '576', 'status': '未...</td>\n",
       "      <td>[{'name': '广州市', 'citycode': '020', 'adcode': ...</td>\n",
       "      <td>中山路</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>沿温泉大道向东北行驶605米左转调头</td>\n",
       "      <td>东北</td>\n",
       "      <td>605</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>[]</td>\n",
       "      <td>59</td>\n",
       "      <td>113.671428,23.644045;113.671636,23.644162;113....</td>\n",
       "      <td>左转调头</td>\n",
       "      <td>[]</td>\n",
       "      <td>[{'lcode': [], 'distance': '25', 'status': '畅通...</td>\n",
       "      <td>[{'name': '广州市', 'citycode': '020', 'adcode': ...</td>\n",
       "      <td>温泉大道</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>沿温泉大道向西南行驶916米向右前方行驶进入匝道</td>\n",
       "      <td>西南</td>\n",
       "      <td>916</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>[]</td>\n",
       "      <td>65</td>\n",
       "      <td>113.676367,23.647088;113.675964,23.646745;113....</td>\n",
       "      <td>向右前方行驶</td>\n",
       "      <td>进入匝道</td>\n",
       "      <td>[{'lcode': [], 'distance': '165', 'status': '畅...</td>\n",
       "      <td>[{'name': '广州市', 'citycode': '020', 'adcode': ...</td>\n",
       "      <td>温泉大道</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>沿G45大广高速入口向西南行驶836米减速行驶到达收费站</td>\n",
       "      <td>西南</td>\n",
       "      <td>836</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>[]</td>\n",
       "      <td>72</td>\n",
       "      <td>113.668776,23.642674;113.668546,23.642578;113....</td>\n",
       "      <td>减速行驶</td>\n",
       "      <td>到达收费站</td>\n",
       "      <td>[{'lcode': [], 'distance': '761', 'status': '畅...</td>\n",
       "      <td>[{'name': '广州市', 'citycode': '020', 'adcode': ...</td>\n",
       "      <td>G45大广高速入口</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>沿G45大广高速入口向南行驶49米靠左</td>\n",
       "      <td>南</td>\n",
       "      <td>49</td>\n",
       "      <td>0</td>\n",
       "      <td>49</td>\n",
       "      <td>G45大广高速入口</td>\n",
       "      <td>6</td>\n",
       "      <td>113.666063,23.637999;113.666033,23.637548</td>\n",
       "      <td>靠左</td>\n",
       "      <td>[]</td>\n",
       "      <td>[{'lcode': [], 'distance': '49', 'status': '畅通...</td>\n",
       "      <td>[{'name': '广州市', 'citycode': '020', 'adcode': ...</td>\n",
       "      <td>G45大广高速入口</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>沿G45大广高速入口途径G45大广高速向西南行驶1.7千米直行进入隧道</td>\n",
       "      <td>西南</td>\n",
       "      <td>1741</td>\n",
       "      <td>0</td>\n",
       "      <td>1741</td>\n",
       "      <td>G45大广高速入口</td>\n",
       "      <td>87</td>\n",
       "      <td>113.666033,23.637548;113.666046,23.637448;113....</td>\n",
       "      <td>直行</td>\n",
       "      <td>进入隧道</td>\n",
       "      <td>[{'lcode': [], 'distance': '664', 'status': '畅...</td>\n",
       "      <td>[{'name': '广州市', 'citycode': '020', 'adcode': ...</td>\n",
       "      <td>G45大广高速入口</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>沿牛步迳隧道途径温泉流溪河特大桥、G45大广高速向西南行驶8.6千米直行进入隧道</td>\n",
       "      <td>西南</td>\n",
       "      <td>8576</td>\n",
       "      <td>0</td>\n",
       "      <td>8576</td>\n",
       "      <td>牛步迳隧道</td>\n",
       "      <td>318</td>\n",
       "      <td>113.656667,23.6251;113.656471,23.624657;113.65...</td>\n",
       "      <td>直行</td>\n",
       "      <td>进入隧道</td>\n",
       "      <td>[{'lcode': [], 'distance': '494', 'status': '畅...</td>\n",
       "      <td>[{'name': '广州市', 'citycode': '020', 'adcode': ...</td>\n",
       "      <td>牛步迳隧道</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>沿明珠隧道途径G45大广高速向西南行驶7.8千米直行进入隧道</td>\n",
       "      <td>西南</td>\n",
       "      <td>7814</td>\n",
       "      <td>0</td>\n",
       "      <td>7814</td>\n",
       "      <td>明珠隧道</td>\n",
       "      <td>294</td>\n",
       "      <td>113.589965,23.583819;113.589345,23.583633;113....</td>\n",
       "      <td>直行</td>\n",
       "      <td>进入隧道</td>\n",
       "      <td>[{'lcode': [], 'distance': '699', 'status': '畅...</td>\n",
       "      <td>[{'name': '广州市', 'citycode': '020', 'adcode': ...</td>\n",
       "      <td>明珠隧道</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>沿耙齿影隧道途径G45大广高速、牛心岭大桥向西南行驶15.6千米向右前方行驶进入匝道</td>\n",
       "      <td>西南</td>\n",
       "      <td>15625</td>\n",
       "      <td>0</td>\n",
       "      <td>15625</td>\n",
       "      <td>耙齿影隧道</td>\n",
       "      <td>635</td>\n",
       "      <td>113.541775,23.5374;113.541359,23.536285;113.54...</td>\n",
       "      <td>向右前方行驶</td>\n",
       "      <td>进入匝道</td>\n",
       "      <td>[{'lcode': [], 'distance': '510', 'status': '畅...</td>\n",
       "      <td>[{'name': '广州市', 'citycode': '020', 'adcode': ...</td>\n",
       "      <td>耙齿影隧道</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>沿G45大广高速出口向西行驶485米靠左</td>\n",
       "      <td>西</td>\n",
       "      <td>485</td>\n",
       "      <td>0</td>\n",
       "      <td>485</td>\n",
       "      <td>G45大广高速出口</td>\n",
       "      <td>22</td>\n",
       "      <td>113.438164,23.444544;113.438056,23.444631;113....</td>\n",
       "      <td>靠左</td>\n",
       "      <td>[]</td>\n",
       "      <td>[{'lcode': [], 'distance': '485', 'status': '畅...</td>\n",
       "      <td>[{'name': '广州市', 'citycode': '020', 'adcode': ...</td>\n",
       "      <td>G45大广高速出口</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>沿机场北立交向西行驶535米向右前方行驶</td>\n",
       "      <td>西</td>\n",
       "      <td>535</td>\n",
       "      <td>0</td>\n",
       "      <td>535</td>\n",
       "      <td>机场北立交</td>\n",
       "      <td>35</td>\n",
       "      <td>113.433542,23.445443;113.431901,23.445846;113....</td>\n",
       "      <td>向右前方行驶</td>\n",
       "      <td>[]</td>\n",
       "      <td>[{'lcode': [], 'distance': '417', 'status': '畅...</td>\n",
       "      <td>[{'name': '广州市', 'citycode': '020', 'adcode': ...</td>\n",
       "      <td>机场北立交</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>沿机场北立交途径G4京港澳高速向南行驶6.8千米向右前方行驶进入匝道</td>\n",
       "      <td>南</td>\n",
       "      <td>6759</td>\n",
       "      <td>0</td>\n",
       "      <td>6759</td>\n",
       "      <td>机场北立交</td>\n",
       "      <td>293</td>\n",
       "      <td>113.42852,23.446866;113.428181,23.447053;113.4...</td>\n",
       "      <td>向右前方行驶</td>\n",
       "      <td>进入匝道</td>\n",
       "      <td>[{'lcode': [], 'distance': '437', 'status': '缓...</td>\n",
       "      <td>[{'name': '广州市', 'citycode': '020', 'adcode': ...</td>\n",
       "      <td>机场北立交</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>沿G4京港澳高速出口向西南行驶707米减速行驶到达收费站</td>\n",
       "      <td>西南</td>\n",
       "      <td>707</td>\n",
       "      <td>0</td>\n",
       "      <td>707</td>\n",
       "      <td>G4京港澳高速出口</td>\n",
       "      <td>53</td>\n",
       "      <td>113.421793,23.391124;113.421727,23.391055;113....</td>\n",
       "      <td>减速行驶</td>\n",
       "      <td>到达收费站</td>\n",
       "      <td>[{'lcode': [], 'distance': '707', 'status': '畅...</td>\n",
       "      <td>[{'name': '广州市', 'citycode': '020', 'adcode': ...</td>\n",
       "      <td>G4京港澳高速出口</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>沿G4京港澳高速出口途径广从公路向西南行驶654米向右前方行驶进入辅路</td>\n",
       "      <td>西南</td>\n",
       "      <td>654</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>[]</td>\n",
       "      <td>61</td>\n",
       "      <td>113.418928,23.385699;113.418932,23.385547;113....</td>\n",
       "      <td>向右前方行驶</td>\n",
       "      <td>进入辅路</td>\n",
       "      <td>[{'lcode': [], 'distance': '46', 'status': '畅通...</td>\n",
       "      <td>[{'name': '广州市', 'citycode': '020', 'adcode': ...</td>\n",
       "      <td>G4京港澳高速出口</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>沿广从公路辅路向西行驶513米右转</td>\n",
       "      <td>西</td>\n",
       "      <td>513</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>[]</td>\n",
       "      <td>111</td>\n",
       "      <td>113.4152,23.38217;113.415026,23.382174;113.414...</td>\n",
       "      <td>右转</td>\n",
       "      <td>[]</td>\n",
       "      <td>[{'lcode': [], 'distance': '30', 'status': '畅通...</td>\n",
       "      <td>[{'name': '广州市', 'citycode': '020', 'adcode': ...</td>\n",
       "      <td>广从公路辅路</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>沿福龙路向北行驶197米向左前方行驶</td>\n",
       "      <td>北</td>\n",
       "      <td>197</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>[]</td>\n",
       "      <td>49</td>\n",
       "      <td>113.410343,23.380959;113.410265,23.381211;113....</td>\n",
       "      <td>向左前方行驶</td>\n",
       "      <td>[]</td>\n",
       "      <td>[{'lcode': [], 'distance': '29', 'status': '畅通...</td>\n",
       "      <td>[{'name': '广州市', 'citycode': '020', 'adcode': ...</td>\n",
       "      <td>福龙路</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>沿福龙路向西北行驶898米靠右</td>\n",
       "      <td>西北</td>\n",
       "      <td>898</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>[]</td>\n",
       "      <td>241</td>\n",
       "      <td>113.409735,23.382648;113.40967,23.382713;113.4...</td>\n",
       "      <td>靠右</td>\n",
       "      <td>[]</td>\n",
       "      <td>[{'lcode': [], 'distance': '21', 'status': '畅通...</td>\n",
       "      <td>[{'name': '广州市', 'citycode': '020', 'adcode': ...</td>\n",
       "      <td>福龙路</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>沿钟车路向西北行驶1.1千米向左前方行驶</td>\n",
       "      <td>西北</td>\n",
       "      <td>1069</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>[]</td>\n",
       "      <td>113</td>\n",
       "      <td>113.401766,23.38615;113.401415,23.386211;113.4...</td>\n",
       "      <td>向左前方行驶</td>\n",
       "      <td>[]</td>\n",
       "      <td>[{'lcode': [], 'distance': '64', 'status': '畅通...</td>\n",
       "      <td>[{'name': '广州市', 'citycode': '020', 'adcode': ...</td>\n",
       "      <td>钟车路</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>沿龙岗双龙路向西行驶876米右转</td>\n",
       "      <td>西</td>\n",
       "      <td>876</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>[]</td>\n",
       "      <td>104</td>\n",
       "      <td>113.392695,23.390911;113.392088,23.390898;113....</td>\n",
       "      <td>右转</td>\n",
       "      <td>[]</td>\n",
       "      <td>[{'lcode': [], 'distance': '77', 'status': '畅通...</td>\n",
       "      <td>[{'name': '广州市', 'citycode': '020', 'adcode': ...</td>\n",
       "      <td>龙岗双龙路</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>向东北行驶18米左转</td>\n",
       "      <td>东北</td>\n",
       "      <td>18</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>[]</td>\n",
       "      <td>11</td>\n",
       "      <td>113.384479,23.392305;113.384579,23.392352;113....</td>\n",
       "      <td>左转</td>\n",
       "      <td>[]</td>\n",
       "      <td>[{'lcode': [], 'distance': '11', 'status': '未知...</td>\n",
       "      <td>[{'name': '广州市', 'citycode': '020', 'adcode': ...</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>向西北行驶7米到达目的地</td>\n",
       "      <td>西北</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>[]</td>\n",
       "      <td>3</td>\n",
       "      <td>113.384644,23.392383;113.384601,23.392431</td>\n",
       "      <td>[]</td>\n",
       "      <td>到达目的地</td>\n",
       "      <td>[{'lcode': [], 'distance': '7', 'status': '未知'...</td>\n",
       "      <td>[{'name': '广州市', 'citycode': '020', 'adcode': ...</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                   instruction orientation distance tolls  \\\n",
       "0                               向北行驶122米向左前方行驶           北      122     0   \n",
       "1                            沿博学路向北行驶79米向左前方行驶           北       79     0   \n",
       "2                              沿博学路向西北行驶118米左转          西北      118     0   \n",
       "3                               沿博学路向西行驶163米右转           西      163     0   \n",
       "4                                沿博学路向西行驶33米右转           西       33     0   \n",
       "5                             沿中山路向西北行驶1.3千米右转          西北     1265     0   \n",
       "6                           沿温泉大道向东北行驶605米左转调头          东北      605     0   \n",
       "7                     沿温泉大道向西南行驶916米向右前方行驶进入匝道          西南      916     0   \n",
       "8                 沿G45大广高速入口向西南行驶836米减速行驶到达收费站          西南      836     0   \n",
       "9                          沿G45大广高速入口向南行驶49米靠左           南       49     0   \n",
       "10         沿G45大广高速入口途径G45大广高速向西南行驶1.7千米直行进入隧道          西南     1741     0   \n",
       "11    沿牛步迳隧道途径温泉流溪河特大桥、G45大广高速向西南行驶8.6千米直行进入隧道          西南     8576     0   \n",
       "12              沿明珠隧道途径G45大广高速向西南行驶7.8千米直行进入隧道          西南     7814     0   \n",
       "13  沿耙齿影隧道途径G45大广高速、牛心岭大桥向西南行驶15.6千米向右前方行驶进入匝道          西南    15625     0   \n",
       "14                        沿G45大广高速出口向西行驶485米靠左           西      485     0   \n",
       "15                        沿机场北立交向西行驶535米向右前方行驶           西      535     0   \n",
       "16          沿机场北立交途径G4京港澳高速向南行驶6.8千米向右前方行驶进入匝道           南     6759     0   \n",
       "17                沿G4京港澳高速出口向西南行驶707米减速行驶到达收费站          西南      707     0   \n",
       "18         沿G4京港澳高速出口途径广从公路向西南行驶654米向右前方行驶进入辅路          西南      654     0   \n",
       "19                           沿广从公路辅路向西行驶513米右转           西      513     0   \n",
       "20                          沿福龙路向北行驶197米向左前方行驶           北      197     0   \n",
       "21                             沿福龙路向西北行驶898米靠右          西北      898     0   \n",
       "22                        沿钟车路向西北行驶1.1千米向左前方行驶          西北     1069     0   \n",
       "23                            沿龙岗双龙路向西行驶876米右转           西      876     0   \n",
       "24                                  向东北行驶18米左转          东北       18     0   \n",
       "25                                向西北行驶7米到达目的地          西北        7     0   \n",
       "\n",
       "   toll_distance  toll_road duration  \\\n",
       "0              0         []       31   \n",
       "1              0         []       21   \n",
       "2              0         []       29   \n",
       "3              0         []       34   \n",
       "4              0         []       12   \n",
       "5              0         []      276   \n",
       "6              0         []       59   \n",
       "7              0         []       65   \n",
       "8              0         []       72   \n",
       "9             49  G45大广高速入口        6   \n",
       "10          1741  G45大广高速入口       87   \n",
       "11          8576      牛步迳隧道      318   \n",
       "12          7814       明珠隧道      294   \n",
       "13         15625      耙齿影隧道      635   \n",
       "14           485  G45大广高速出口       22   \n",
       "15           535      机场北立交       35   \n",
       "16          6759      机场北立交      293   \n",
       "17           707  G4京港澳高速出口       53   \n",
       "18             0         []       61   \n",
       "19             0         []      111   \n",
       "20             0         []       49   \n",
       "21             0         []      241   \n",
       "22             0         []      113   \n",
       "23             0         []      104   \n",
       "24             0         []       11   \n",
       "25             0         []        3   \n",
       "\n",
       "                                             polyline  action  \\\n",
       "0   113.679596,23.632574;113.679596,23.632856;113....  向左前方行驶   \n",
       "1   113.679648,23.633689;113.679549,23.633967;113....  向左前方行驶   \n",
       "2   113.679375,23.634358;113.679249,23.634479;113....      左转   \n",
       "3   113.678555,23.635109;113.677856,23.635087;113....      右转   \n",
       "4   113.677083,23.634661;113.677027,23.634701;113....      右转   \n",
       "5   113.676788,23.634657;113.675265,23.636128;113....      右转   \n",
       "6   113.671428,23.644045;113.671636,23.644162;113....    左转调头   \n",
       "7   113.676367,23.647088;113.675964,23.646745;113....  向右前方行驶   \n",
       "8   113.668776,23.642674;113.668546,23.642578;113....    减速行驶   \n",
       "9           113.666063,23.637999;113.666033,23.637548      靠左   \n",
       "10  113.666033,23.637548;113.666046,23.637448;113....      直行   \n",
       "11  113.656667,23.6251;113.656471,23.624657;113.65...      直行   \n",
       "12  113.589965,23.583819;113.589345,23.583633;113....      直行   \n",
       "13  113.541775,23.5374;113.541359,23.536285;113.54...  向右前方行驶   \n",
       "14  113.438164,23.444544;113.438056,23.444631;113....      靠左   \n",
       "15  113.433542,23.445443;113.431901,23.445846;113....  向右前方行驶   \n",
       "16  113.42852,23.446866;113.428181,23.447053;113.4...  向右前方行驶   \n",
       "17  113.421793,23.391124;113.421727,23.391055;113....    减速行驶   \n",
       "18  113.418928,23.385699;113.418932,23.385547;113....  向右前方行驶   \n",
       "19  113.4152,23.38217;113.415026,23.382174;113.414...      右转   \n",
       "20  113.410343,23.380959;113.410265,23.381211;113....  向左前方行驶   \n",
       "21  113.409735,23.382648;113.40967,23.382713;113.4...      靠右   \n",
       "22  113.401766,23.38615;113.401415,23.386211;113.4...  向左前方行驶   \n",
       "23  113.392695,23.390911;113.392088,23.390898;113....      右转   \n",
       "24  113.384479,23.392305;113.384579,23.392352;113....      左转   \n",
       "25          113.384644,23.392383;113.384601,23.392431      []   \n",
       "\n",
       "   assistant_action                                               tmcs  \\\n",
       "0                []  [{'lcode': [], 'distance': '31', 'status': '未知...   \n",
       "1                []  [{'lcode': [], 'distance': '32', 'status': '未知...   \n",
       "2                []  [{'lcode': [], 'distance': '19', 'status': '未知...   \n",
       "3                []  [{'lcode': [], 'distance': '106', 'status': '未...   \n",
       "4                []  [{'lcode': [], 'distance': '33', 'status': '未知...   \n",
       "5                []  [{'lcode': [], 'distance': '576', 'status': '未...   \n",
       "6                []  [{'lcode': [], 'distance': '25', 'status': '畅通...   \n",
       "7              进入匝道  [{'lcode': [], 'distance': '165', 'status': '畅...   \n",
       "8             到达收费站  [{'lcode': [], 'distance': '761', 'status': '畅...   \n",
       "9                []  [{'lcode': [], 'distance': '49', 'status': '畅通...   \n",
       "10             进入隧道  [{'lcode': [], 'distance': '664', 'status': '畅...   \n",
       "11             进入隧道  [{'lcode': [], 'distance': '494', 'status': '畅...   \n",
       "12             进入隧道  [{'lcode': [], 'distance': '699', 'status': '畅...   \n",
       "13             进入匝道  [{'lcode': [], 'distance': '510', 'status': '畅...   \n",
       "14               []  [{'lcode': [], 'distance': '485', 'status': '畅...   \n",
       "15               []  [{'lcode': [], 'distance': '417', 'status': '畅...   \n",
       "16             进入匝道  [{'lcode': [], 'distance': '437', 'status': '缓...   \n",
       "17            到达收费站  [{'lcode': [], 'distance': '707', 'status': '畅...   \n",
       "18             进入辅路  [{'lcode': [], 'distance': '46', 'status': '畅通...   \n",
       "19               []  [{'lcode': [], 'distance': '30', 'status': '畅通...   \n",
       "20               []  [{'lcode': [], 'distance': '29', 'status': '畅通...   \n",
       "21               []  [{'lcode': [], 'distance': '21', 'status': '畅通...   \n",
       "22               []  [{'lcode': [], 'distance': '64', 'status': '畅通...   \n",
       "23               []  [{'lcode': [], 'distance': '77', 'status': '畅通...   \n",
       "24               []  [{'lcode': [], 'distance': '11', 'status': '未知...   \n",
       "25            到达目的地  [{'lcode': [], 'distance': '7', 'status': '未知'...   \n",
       "\n",
       "                                               cities       road  \n",
       "0   [{'name': '广州市', 'citycode': '020', 'adcode': ...        NaN  \n",
       "1   [{'name': '广州市', 'citycode': '020', 'adcode': ...        博学路  \n",
       "2   [{'name': '广州市', 'citycode': '020', 'adcode': ...        博学路  \n",
       "3   [{'name': '广州市', 'citycode': '020', 'adcode': ...        博学路  \n",
       "4   [{'name': '广州市', 'citycode': '020', 'adcode': ...        博学路  \n",
       "5   [{'name': '广州市', 'citycode': '020', 'adcode': ...        中山路  \n",
       "6   [{'name': '广州市', 'citycode': '020', 'adcode': ...       温泉大道  \n",
       "7   [{'name': '广州市', 'citycode': '020', 'adcode': ...       温泉大道  \n",
       "8   [{'name': '广州市', 'citycode': '020', 'adcode': ...  G45大广高速入口  \n",
       "9   [{'name': '广州市', 'citycode': '020', 'adcode': ...  G45大广高速入口  \n",
       "10  [{'name': '广州市', 'citycode': '020', 'adcode': ...  G45大广高速入口  \n",
       "11  [{'name': '广州市', 'citycode': '020', 'adcode': ...      牛步迳隧道  \n",
       "12  [{'name': '广州市', 'citycode': '020', 'adcode': ...       明珠隧道  \n",
       "13  [{'name': '广州市', 'citycode': '020', 'adcode': ...      耙齿影隧道  \n",
       "14  [{'name': '广州市', 'citycode': '020', 'adcode': ...  G45大广高速出口  \n",
       "15  [{'name': '广州市', 'citycode': '020', 'adcode': ...      机场北立交  \n",
       "16  [{'name': '广州市', 'citycode': '020', 'adcode': ...      机场北立交  \n",
       "17  [{'name': '广州市', 'citycode': '020', 'adcode': ...  G4京港澳高速出口  \n",
       "18  [{'name': '广州市', 'citycode': '020', 'adcode': ...  G4京港澳高速出口  \n",
       "19  [{'name': '广州市', 'citycode': '020', 'adcode': ...     广从公路辅路  \n",
       "20  [{'name': '广州市', 'citycode': '020', 'adcode': ...        福龙路  \n",
       "21  [{'name': '广州市', 'citycode': '020', 'adcode': ...        福龙路  \n",
       "22  [{'name': '广州市', 'citycode': '020', 'adcode': ...        钟车路  \n",
       "23  [{'name': '广州市', 'citycode': '020', 'adcode': ...      龙岗双龙路  \n",
       "24  [{'name': '广州市', 'citycode': '020', 'adcode': ...        NaN  \n",
       "25  [{'name': '广州市', 'citycode': '020', 'adcode': ...        NaN  "
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pd.json_normalize(drive(my_key,origin=results_起始点,destination=results_终点)['route']['paths'][0]['steps'])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 2.4骑行路径规划"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- 骑行路径规划用于规划骑行通勤方案，规划时不会考虑路况；考虑天桥、单行线、封路等情况。  \n",
    "- url:\"https://restapi.amap.com/v4/direction/bicycling?parameters\"  \n",
    "- requests.get()  \n",
    "- key,origin,destination"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [],
   "source": [
    "def bicycle(key,origin,destination):\n",
    "    bicycle_url:\"https://restapi.amap.com/v4/direction/bicycling?parameters\"\n",
    "    params_bicycle = {\n",
    "        \"key\":key,\n",
    "        \"origin\":origin,\n",
    "        \"destination\":destination\n",
    "    }\n",
    "    r = requests.get(\"https://restapi.amap.com/v4/direction/bicycling?parameters\",params_bicycle)\n",
    "    results = r.json()\n",
    "    return results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'data': {'destination': '113.384632,23.392457',\n",
       "  'origin': '113.679287,23.632575',\n",
       "  'paths': [{'distance': 47155,\n",
       "    'duration': 11317,\n",
       "    'steps': [{'action': '右转',\n",
       "      'assistant_action': '',\n",
       "      'distance': 101,\n",
       "      'duration': 24,\n",
       "      'instruction': '向东骑行101米右转',\n",
       "      'orientation': '东',\n",
       "      'polyline': '113.679592,23.632491;113.680586,23.632522',\n",
       "      'road': '',\n",
       "      'walk_type': 0},\n",
       "     {'action': '向右前方行驶',\n",
       "      'assistant_action': '',\n",
       "      'distance': 199,\n",
       "      'duration': 48,\n",
       "      'instruction': '向南骑行199米向右前方行驶',\n",
       "      'orientation': '南',\n",
       "      'polyline': '113.680586,23.632522;113.680638,23.63214;113.680668,23.63174;113.680634,23.631541;113.68059,23.631437;113.68059,23.631437;113.680499,23.631241;113.680408,23.631094;113.680208,23.630842',\n",
       "      'road': '',\n",
       "      'walk_type': 0},\n",
       "     {'action': '左转',\n",
       "      'assistant_action': '',\n",
       "      'distance': 159,\n",
       "      'duration': 38,\n",
       "      'instruction': '向西骑行159米左转',\n",
       "      'orientation': '西',\n",
       "      'polyline': '113.680204,23.630838;113.680035,23.630773;113.680035,23.630773;113.679644,23.630638;113.679644,23.630638;113.679362,23.630521;113.679201,23.630473;113.679201,23.630473;113.679032,23.63043;113.679032,23.63043;113.67888,23.630404;113.67888,23.630404;113.678711,23.630365',\n",
       "      'road': '',\n",
       "      'walk_type': 0},\n",
       "     {'action': '左转',\n",
       "      'assistant_action': '',\n",
       "      'distance': 237,\n",
       "      'duration': 57,\n",
       "      'instruction': '向南骑行237米左转',\n",
       "      'orientation': '南',\n",
       "      'polyline': '113.678711,23.63036;113.678711,23.62934;113.678711,23.62934;113.678711,23.629193;113.678689,23.629084;113.678637,23.629023;113.678424,23.628902;113.678368,23.628841;113.678316,23.628724;113.678294,23.628611;113.678294,23.628611;113.678277,23.628372',\n",
       "      'road': '',\n",
       "      'walk_type': 0},\n",
       "     {'action': '向右前方行驶',\n",
       "      'assistant_action': '',\n",
       "      'distance': 498,\n",
       "      'duration': 120,\n",
       "      'instruction': '向南骑行498米向右前方行驶',\n",
       "      'orientation': '南',\n",
       "      'polyline': '113.678273,23.628368;113.678572,23.628338;113.678685,23.628307;113.678685,23.628307;113.678845,23.628234;113.679045,23.628073;113.679158,23.627964;113.679158,23.627964;113.679214,23.627869;113.679236,23.627778;113.67928,23.627526;113.679288,23.627322;113.679288,23.627322;113.679253,23.626853;113.679184,23.626623;113.679141,23.626497;113.679002,23.626259;113.678941,23.626176;113.678711,23.625977;113.67862,23.625864;113.678529,23.62572;113.678438,23.625191;113.678429,23.625056;113.678451,23.624939;113.678572,23.624657',\n",
       "      'road': '',\n",
       "      'walk_type': 0},\n",
       "     {'action': '左转',\n",
       "      'assistant_action': '',\n",
       "      'distance': 722,\n",
       "      'duration': 173,\n",
       "      'instruction': '向西南骑行722米左转',\n",
       "      'orientation': '西南',\n",
       "      'polyline': '113.678572,23.624653;113.678559,23.62451;113.678416,23.624323;113.678416,23.624323;113.677582,23.623793;113.676532,23.623346;113.676363,23.623255;113.676272,23.623151;113.676111,23.622834;113.676042,23.622739;113.67579,23.622483;113.675499,23.622279;113.675417,23.622174;113.675386,23.622088;113.675378,23.621836;113.675378,23.621836;113.675391,23.62161;113.675434,23.621476;113.675543,23.621359;113.675764,23.621181;113.675846,23.621089;113.675903,23.620994;113.675907,23.620855;113.675877,23.620725;113.675747,23.620547;113.675599,23.620373;113.675243,23.620013',\n",
       "      'road': '',\n",
       "      'walk_type': 0},\n",
       "     {'action': '向右前方行驶',\n",
       "      'assistant_action': '',\n",
       "      'distance': 412,\n",
       "      'duration': 99,\n",
       "      'instruction': '向东南骑行412米向右前方行驶',\n",
       "      'orientation': '东南',\n",
       "      'polyline': '113.675239,23.620009;113.67549,23.620013;113.675642,23.619991;113.675773,23.619948;113.676016,23.619796;113.676901,23.619193;113.677261,23.618785;113.678069,23.61783;113.678069,23.61783;113.678181,23.617656',\n",
       "      'road': '',\n",
       "      'walk_type': 0},\n",
       "     {'action': '右转',\n",
       "      'assistant_action': '',\n",
       "      'distance': 1381,\n",
       "      'duration': 331,\n",
       "      'instruction': '沿乌土街向南骑行1381米右转',\n",
       "      'orientation': '南',\n",
       "      'polyline': '113.678181,23.617652;113.678095,23.617205;113.678051,23.617075;113.677973,23.616923;113.677743,23.616558;113.677609,23.616289;113.677391,23.615816;113.677339,23.615668;113.67714,23.614826;113.677049,23.614323;113.676927,23.613359;113.676845,23.612786;113.676602,23.611489;113.676415,23.610438;113.676411,23.610265;113.676411,23.610265;113.676489,23.609848;113.676502,23.609622;113.676493,23.609236;113.676415,23.608746;113.676415,23.608485;113.67648,23.60819;113.67661,23.607734;113.676819,23.606736;113.676862,23.606541;113.676914,23.606415;113.677014,23.606254;113.677535,23.605673',\n",
       "      'road': '乌土街',\n",
       "      'walk_type': 0},\n",
       "     {'action': '直行',\n",
       "      'assistant_action': '',\n",
       "      'distance': 165,\n",
       "      'duration': 40,\n",
       "      'instruction': '沿乌土街向西南骑行165米直行',\n",
       "      'orientation': '西南',\n",
       "      'polyline': '113.677535,23.605668;113.676988,23.605373;113.676402,23.605;113.676163,23.604887',\n",
       "      'road': '乌土街',\n",
       "      'walk_type': 0},\n",
       "     {'action': '直行',\n",
       "      'assistant_action': '',\n",
       "      'distance': 118,\n",
       "      'duration': 28,\n",
       "      'instruction': '沿934县道向西骑行118米直行',\n",
       "      'orientation': '西',\n",
       "      'polyline': '113.676159,23.604883;113.675799,23.604805;113.675508,23.604779;113.675508,23.604779;113.675013,23.60474',\n",
       "      'road': '934县道',\n",
       "      'walk_type': 0},\n",
       "     {'action': '向右前方行驶',\n",
       "      'assistant_action': '',\n",
       "      'distance': 674,\n",
       "      'duration': 162,\n",
       "      'instruction': '沿桃园东路向西南骑行674米向右前方行驶',\n",
       "      'orientation': '西南',\n",
       "      'polyline': '113.675009,23.604735;113.674236,23.604683;113.673893,23.604618;113.673464,23.604492;113.673464,23.604492;113.67168,23.604006;113.671541,23.603958;113.671411,23.603854;113.671068,23.603472;113.670807,23.603264;113.670807,23.603264;113.670525,23.603073;113.6702,23.602904;113.6702,23.602904;113.670022,23.602795;113.670022,23.602795;113.669909,23.602682;113.669818,23.602517;113.669787,23.602413;113.669718,23.601901',\n",
       "      'road': '桃园东路',\n",
       "      'walk_type': 0},\n",
       "     {'action': '直行',\n",
       "      'assistant_action': '',\n",
       "      'distance': 247,\n",
       "      'duration': 59,\n",
       "      'instruction': '沿桃园东路向西南骑行247米直行',\n",
       "      'orientation': '西南',\n",
       "      'polyline': '113.669714,23.601897;113.66964,23.601771;113.66964,23.601771;113.669488,23.601558;113.669488,23.601558;113.668789,23.600859;113.668663,23.600768;113.668663,23.600768;113.668442,23.600647;113.667947,23.600417',\n",
       "      'road': '桃园东路',\n",
       "      'walk_type': 0},\n",
       "     {'action': '向右前方行驶',\n",
       "      'assistant_action': '',\n",
       "      'distance': 2775,\n",
       "      'duration': 666,\n",
       "      'instruction': '沿桃园西路向西南骑行2775米向右前方行驶',\n",
       "      'orientation': '西南',\n",
       "      'polyline': '113.667943,23.600412;113.667331,23.600139;113.667331,23.600139;113.666224,23.599644;113.665955,23.599505;113.665955,23.599505;113.665781,23.599362;113.665781,23.599362;113.665521,23.599093;113.665521,23.599093;113.665286,23.598824;113.665286,23.598824;113.665256,23.598785;113.665256,23.598785;113.664796,23.598238;113.664796,23.598238;113.664401,23.597622;113.664401,23.597622;113.664071,23.59714;113.663746,23.59678;113.663746,23.59678;113.663477,23.59651;113.663477,23.59651;113.66224,23.595434;113.66224,23.595434;113.661563,23.594848;113.661563,23.594848;113.661311,23.594605;113.66115,23.594414;113.660907,23.594032;113.660907,23.594032;113.660829,23.593889;113.660729,23.593598;113.660547,23.593025;113.660464,23.592804;113.660464,23.592804;113.659931,23.591593;113.659831,23.591393;113.659631,23.59105;113.659631,23.59105;113.659115,23.59023;113.658824,23.589592;113.658824,23.589592;113.658754,23.589405;113.658754,23.589405;113.657817,23.58714;113.657747,23.586936;113.657695,23.586693;113.657548,23.585369;113.657548,23.585369;113.657483,23.585161;113.657326,23.584896;113.657326,23.584896;113.657114,23.58457;113.657062,23.584453;113.65691,23.583924;113.656884,23.583785;113.656879,23.583681;113.656888,23.583572;113.656979,23.58326;113.657066,23.58303;113.657157,23.582852;113.657378,23.582539;113.657431,23.582444;113.65747,23.582344;113.657483,23.582235;113.657483,23.582109;113.657435,23.580777;113.657405,23.580616;113.657405,23.580616;113.657296,23.580308;113.657244,23.580221;113.656723,23.579644;113.656723,23.579644;113.656597,23.579488;113.656411,23.579362',\n",
       "      'road': '桃园西路',\n",
       "      'walk_type': 0},\n",
       "     {'action': '直行',\n",
       "      'assistant_action': '',\n",
       "      'distance': 1838,\n",
       "      'duration': 441,\n",
       "      'instruction': '沿石海工业大道向西南骑行1838米直行',\n",
       "      'orientation': '西南',\n",
       "      'polyline': '113.656406,23.579358;113.656055,23.57931;113.656055,23.57931;113.655091,23.579089;113.654918,23.579023;113.654566,23.57885;113.654566,23.57885;113.653681,23.578372;113.653681,23.578372;113.653429,23.578247;113.653429,23.578247;113.652713,23.577865;113.652713,23.577865;113.652452,23.577704;113.652001,23.577387;113.652001,23.577387;113.651654,23.577105;113.651654,23.577105;113.651437,23.57694;113.651437,23.57694;113.650681,23.576332;113.650681,23.576332;113.650378,23.576094;113.650378,23.576094;113.649674,23.575534;113.649674,23.575534;113.649583,23.575451;113.649583,23.575451;113.64924,23.575182;113.64924,23.575182;113.647409,23.573754;113.647409,23.573754;113.647279,23.573641;113.646793,23.573155;113.646793,23.573155;113.64661,23.57296;113.64661,23.57296;113.646419,23.572778;113.646419,23.572778;113.646202,23.572565;113.645968,23.57237;113.645252,23.571866;113.645252,23.571866;113.644974,23.571732;113.644974,23.571732;113.644883,23.571706;113.644618,23.571671;113.643967,23.571675;113.643967,23.571675;113.643511,23.57168;113.643511,23.57168;113.64329,23.57168;113.643047,23.571654;113.64293,23.571632;113.642548,23.571502;113.642326,23.571411;113.641979,23.571228;113.641636,23.571003;113.641636,23.571003;113.641437,23.57082',\n",
       "      'road': '石海工业大道',\n",
       "      'walk_type': 0},\n",
       "     {'action': '直行',\n",
       "      'assistant_action': '',\n",
       "      'distance': 2161,\n",
       "      'duration': 519,\n",
       "      'instruction': '沿政通路向西南骑行2161米直行',\n",
       "      'orientation': '西南',\n",
       "      'polyline': '113.641432,23.570816;113.641168,23.570525;113.641168,23.570525;113.640964,23.570265;113.640864,23.570156;113.640864,23.570156;113.640651,23.569978;113.640408,23.569822;113.638902,23.569006;113.638902,23.569006;113.638398,23.568746;113.638056,23.568611;113.637695,23.568529;113.637431,23.568507;113.637209,23.568516;113.637209,23.568516;113.636836,23.568576;113.636836,23.568576;113.636484,23.568676;113.636484,23.568676;113.635334,23.569058;113.633754,23.569614;113.633485,23.569674;113.633251,23.569692;113.633251,23.569692;113.633069,23.569688;113.633069,23.569688;113.632778,23.569635;113.632378,23.569492;113.631992,23.569319;113.631853,23.569223;113.631801,23.569158;113.631701,23.568997;113.631441,23.568338;113.631441,23.568338;113.63128,23.567947;113.63128,23.567947;113.63122,23.567834;113.631089,23.567656;113.630946,23.567526;113.630768,23.567387;113.630768,23.567387;113.630456,23.567157;113.630456,23.567157;113.630113,23.566884;113.630113,23.566884;113.629596,23.566458;113.629063,23.565799;113.628359,23.565174;113.62826,23.565026;113.62806,23.564592;113.627665,23.56395;113.627574,23.563815;113.627413,23.56365;113.626576,23.563003;113.626254,23.562804;113.625964,23.562682;113.624987,23.562365',\n",
       "      'road': '政通路',\n",
       "      'walk_type': 0},\n",
       "     {'action': '左转',\n",
       "      'assistant_action': '',\n",
       "      'distance': 795,\n",
       "      'duration': 191,\n",
       "      'instruction': '沿灌村路向西骑行795米左转',\n",
       "      'orientation': '西',\n",
       "      'polyline': '113.624983,23.562361;113.624431,23.562183;113.62349,23.56191;113.623216,23.561771;113.623003,23.561593;113.622661,23.561185;113.622049,23.560525;113.621936,23.560421;113.621775,23.560317;113.621515,23.560226;113.620226,23.559926;113.619579,23.559761;113.619427,23.559744;113.619427,23.559744;113.619188,23.559731;113.619188,23.559731;113.618555,23.559796;113.618355,23.559839;113.618251,23.559887;113.618251,23.559887;113.618142,23.55997',\n",
       "      'road': '灌村路',\n",
       "      'walk_type': 0},\n",
       "     {'action': '向右前方行驶',\n",
       "      'assistant_action': '',\n",
       "      'distance': 1586,\n",
       "      'duration': 381,\n",
       "      'instruction': '沿环市东路向西南骑行1586米向右前方行驶',\n",
       "      'orientation': '西南',\n",
       "      'polyline': '113.618138,23.55997;113.617947,23.55977;113.617947,23.55977;113.616975,23.558824;113.616975,23.558824;113.615734,23.557604;113.615734,23.557604;113.615694,23.557565;113.615694,23.557565;113.615365,23.557227;113.615365,23.557227;113.615109,23.556979;113.615109,23.556979;113.614918,23.556797;113.614918,23.556797;113.614054,23.555937;113.613763,23.555612;113.613763,23.555612;113.613377,23.555126;113.613377,23.555126;113.613099,23.554627;113.613099,23.554627;113.612826,23.554019;113.612656,23.553559;113.612656,23.553559;113.612626,23.55349;113.612626,23.55349;113.612613,23.553442;113.612613,23.553442;113.612561,23.55329;113.612561,23.55329;113.612292,23.552569;113.612292,23.552569;113.61207,23.551997;113.61197,23.551775;113.611819,23.55148;113.611819,23.55148;113.611558,23.551107;113.611328,23.550846;113.611072,23.550595;113.610447,23.550082;113.610447,23.550082;113.609965,23.549692;113.609965,23.549692;113.60947,23.549293;113.60947,23.549293;113.60921,23.549067;113.60921,23.549067;113.609058,23.548928;113.608841,23.548681',\n",
       "      'road': '环市东路',\n",
       "      'walk_type': 0},\n",
       "     {'action': '向左前方行驶',\n",
       "      'assistant_action': '',\n",
       "      'distance': 1372,\n",
       "      'duration': 329,\n",
       "      'instruction': '沿河东北路向西骑行1372米向左前方行驶',\n",
       "      'orientation': '西',\n",
       "      'polyline': '113.608837,23.548676;113.608455,23.548503;113.606888,23.547695;113.606888,23.547695;113.606845,23.547674;113.606845,23.547674;113.606445,23.547496;113.606445,23.547496;113.60474,23.546736;113.60474,23.546736;113.604679,23.546714;113.604679,23.546714;113.604266,23.546549;113.603854,23.546428;113.603303,23.546319;113.60286,23.54628;113.60286,23.54628;113.602839,23.54628;113.602839,23.54628;113.60178,23.546289;113.60178,23.546289;113.60145,23.546293;113.60145,23.546293;113.601046,23.546319;113.601046,23.546319;113.600903,23.546328;113.600903,23.546328;113.600543,23.546345;113.600543,23.546345;113.600321,23.546354;113.600321,23.546354;113.600304,23.546354;113.600304,23.546354;113.599497,23.546393;113.599076,23.546376;113.599076,23.546376;113.59849,23.54635;113.59849,23.54635;113.597431,23.546298;113.597431,23.546298;113.597292,23.546289;113.597292,23.546289;113.596788,23.54622;113.596788,23.54622;113.596263,23.546146;113.596263,23.546146;113.595933,23.546089',\n",
       "      'road': '河东北路',\n",
       "      'walk_type': 0},\n",
       "     {'action': '向左前方行驶',\n",
       "      'assistant_action': '',\n",
       "      'distance': 65,\n",
       "      'duration': 16,\n",
       "      'instruction': '沿河东北路向西南骑行65米向左前方行驶',\n",
       "      'orientation': '西南',\n",
       "      'polyline': '113.595929,23.546085;113.59582,23.546059;113.595699,23.546011;113.595569,23.545877;113.595469,23.54572',\n",
       "      'road': '河东北路',\n",
       "      'walk_type': 0},\n",
       "     {'action': '右转',\n",
       "      'assistant_action': '',\n",
       "      'distance': 43,\n",
       "      'duration': 10,\n",
       "      'instruction': '沿河东北路向南骑行43米右转',\n",
       "      'orientation': '南',\n",
       "      'polyline': '113.595464,23.545716;113.59543,23.545616;113.595399,23.545399;113.595399,23.545399;113.595399,23.54533',\n",
       "      'road': '河东北路',\n",
       "      'walk_type': 0},\n",
       "     {'action': '右转',\n",
       "      'assistant_action': '',\n",
       "      'distance': 151,\n",
       "      'duration': 36,\n",
       "      'instruction': '向西南骑行151米右转',\n",
       "      'orientation': '西南',\n",
       "      'polyline': '113.595395,23.545326;113.594944,23.545378;113.594887,23.54536;113.594865,23.545313;113.594826,23.544952;113.594792,23.544813;113.594792,23.544813;113.594761,23.544727;113.594761,23.544727;113.594683,23.544501;113.594683,23.544501;113.594683,23.544488',\n",
       "      'road': '',\n",
       "      'walk_type': 0},\n",
       "     {'action': '向右前方行驶',\n",
       "      'assistant_action': '',\n",
       "      'distance': 1272,\n",
       "      'duration': 305,\n",
       "      'instruction': '沿沿江南路向西南骑行1272米向右前方行驶',\n",
       "      'orientation': '西南',\n",
       "      'polyline': '113.594679,23.544484;113.594631,23.544453;113.594575,23.544397;113.594544,23.544297;113.594523,23.544184;113.594501,23.543759;113.594518,23.543338;113.594518,23.543338;113.594518,23.54332;113.594518,23.54332;113.594627,23.542543;113.594692,23.541944;113.594701,23.541649;113.594683,23.541424;113.594683,23.541424;113.594622,23.540903;113.594622,23.540903;113.59454,23.540599;113.59454,23.540599;113.594323,23.540191;113.594323,23.540191;113.593728,23.53911;113.593537,23.538863;113.593437,23.538763;113.593437,23.538763;113.592964,23.538294;113.592964,23.538294;113.592075,23.537439;113.592075,23.537439;113.591484,23.536879;113.591484,23.536879;113.59122,23.536606;113.59122,23.536606;113.589852,23.535286;113.589852,23.535286;113.589518,23.534965;113.589518,23.534965;113.58934,23.534796',\n",
       "      'road': '沿江南路',\n",
       "      'walk_type': 0},\n",
       "     {'action': '向右前方行驶',\n",
       "      'assistant_action': '',\n",
       "      'distance': 165,\n",
       "      'duration': 40,\n",
       "      'instruction': '沿沿江南路向西南骑行165米向右前方行驶',\n",
       "      'orientation': '西南',\n",
       "      'polyline': '113.589336,23.534792;113.589275,23.534792;113.589236,23.534779;113.588715,23.534379;113.588715,23.534379;113.588633,23.53431;113.588429,23.534054;113.588429,23.534054;113.588329,23.533876;113.588329,23.533811;113.588338,23.53372',\n",
       "      'road': '沿江南路',\n",
       "      'walk_type': 0},\n",
       "     {'action': '左转',\n",
       "      'assistant_action': '',\n",
       "      'distance': 323,\n",
       "      'duration': 78,\n",
       "      'instruction': '沿沿江南路向西南骑行323米左转',\n",
       "      'orientation': '西南',\n",
       "      'polyline': '113.588338,23.533715;113.588047,23.533333;113.588047,23.533333;113.586506,23.531393;113.586506,23.531393;113.586467,23.53135',\n",
       "      'road': '沿江南路',\n",
       "      'walk_type': 0},\n",
       "     {'action': '右转',\n",
       "      'assistant_action': '',\n",
       "      'distance': 464,\n",
       "      'duration': 111,\n",
       "      'instruction': '沿江湾路向东南骑行464米右转',\n",
       "      'orientation': '东南',\n",
       "      'polyline': '113.586463,23.531345;113.586645,23.531172;113.586645,23.531172;113.587018,23.530764;113.587018,23.530764;113.587257,23.530482;113.587257,23.530482;113.587925,23.529644;113.587925,23.529644;113.587982,23.529575;113.587982,23.529575;113.588359,23.529084;113.588359,23.529084;113.588477,23.528937;113.588477,23.528937;113.589223,23.527982',\n",
       "      'road': '江湾路',\n",
       "      'walk_type': 0},\n",
       "     {'action': '左转',\n",
       "      'assistant_action': '',\n",
       "      'distance': 880,\n",
       "      'duration': 211,\n",
       "      'instruction': '沿从化大道向西南骑行880米左转',\n",
       "      'orientation': '西南',\n",
       "      'polyline': '113.589223,23.527977;113.589006,23.527817;113.589006,23.527817;113.587891,23.527053;113.587891,23.527053;113.586771,23.526267;113.586771,23.526267;113.586732,23.526241;113.586732,23.526241;113.586558,23.526124;113.586558,23.526124;113.585686,23.52553;113.585686,23.52553;113.58556,23.525443;113.58556,23.525443;113.584809,23.524939;113.584544,23.524735;113.584544,23.524735;113.584201,23.52451;113.584201,23.52451;113.583919,23.524288;113.583919,23.524288;113.583546,23.524006;113.582322,23.523177',\n",
       "      'road': '从化大道',\n",
       "      'walk_type': 0},\n",
       "     {'action': '左转',\n",
       "      'assistant_action': '',\n",
       "      'distance': 340,\n",
       "      'duration': 82,\n",
       "      'instruction': '向南骑行340米左转',\n",
       "      'orientation': '南',\n",
       "      'polyline': '113.582318,23.523173;113.582374,23.523108;113.582374,23.523108;113.582539,23.52276;113.582595,23.522604;113.582669,23.521714;113.582652,23.521519;113.582652,23.521519;113.582622,23.521471;113.582582,23.521441;113.582504,23.521415;113.582279,23.521376;113.582127,23.521302;113.58204,23.521228;113.58194,23.521115;113.581849,23.520972;113.58178,23.52092;113.581684,23.520855;113.581545,23.520803;113.581497,23.520764',\n",
       "      'road': '',\n",
       "      'walk_type': 0},\n",
       "     {'action': '左转',\n",
       "      'assistant_action': '',\n",
       "      'distance': 196,\n",
       "      'duration': 47,\n",
       "      'instruction': '向南骑行196米左转',\n",
       "      'orientation': '南',\n",
       "      'polyline': '113.581493,23.52076;113.581493,23.52069;113.581549,23.520447;113.581536,23.520347;113.581246,23.519492;113.581211,23.519414;113.581172,23.519371;113.580981,23.519284;113.580898,23.519201',\n",
       "      'road': '',\n",
       "      'walk_type': 0},\n",
       "     {'action': '右转',\n",
       "      'assistant_action': '',\n",
       "      'distance': 315,\n",
       "      'duration': 76,\n",
       "      'instruction': '向东南骑行315米右转',\n",
       "      'orientation': '东南',\n",
       "      'polyline': '113.580894,23.519197;113.580894,23.519175;113.581076,23.518255;113.581076,23.518255;113.58128,23.517834;113.58128,23.517834;113.58148,23.517574;113.58148,23.517574;113.581593,23.5174;113.581593,23.5174;113.582122,23.516619',\n",
       "      'road': '',\n",
       "      'walk_type': 0},\n",
       "     {'action': None,\n",
       "      'assistant_action': '',\n",
       "      'distance': 1351,\n",
       "      'duration': 324,\n",
       "      'instruction': '沿广从公路向西南骑行1351米null',\n",
       "      'orientation': '西南',\n",
       "      'polyline': '113.582122,23.516615;113.581875,23.516393;113.581875,23.516393;113.581749,23.516289;113.581749,23.516289;113.581241,23.515868;113.581241,23.515868;113.580868,23.515551;113.580868,23.515551;113.58069,23.515412;113.58069,23.515412;113.580056,23.514913;113.580056,23.514913;113.579683,23.514666;113.579332,23.514466;113.579102,23.514353;113.579102,23.514353;113.578585,23.514141;113.577014,23.513589;113.577014,23.513589;113.57671,23.513481;113.57671,23.513481;113.576007,23.513234;113.576007,23.513234;113.575386,23.513003;113.574436,23.512595;113.574436,23.512595;113.573963,23.512365;113.573963,23.512365;113.57303,23.511823;113.572405,23.511406;113.572405,23.511406;113.571549,23.510825;113.571549,23.510825;113.57148,23.510773;113.57148,23.510773;113.571228,23.510569;113.570924,23.51026',\n",
       "      'road': '广从公路',\n",
       "      'walk_type': 0},\n",
       "     {'action': '直行',\n",
       "      'assistant_action': '',\n",
       "      'distance': 4522,\n",
       "      'duration': 1085,\n",
       "      'instruction': '沿广从公路向西南骑行4522米直行',\n",
       "      'orientation': '西南',\n",
       "      'polyline': '113.57092,23.510256;113.57066,23.509974;113.570421,23.509674;113.570239,23.509418;113.569484,23.50819;113.569484,23.50819;113.569336,23.507934;113.569336,23.507934;113.568741,23.506966;113.568741,23.506966;113.568498,23.506571;113.568498,23.506571;113.567865,23.505543;113.567865,23.505543;113.56753,23.505074;113.56753,23.505074;113.567218,23.504731;113.566897,23.504436;113.566897,23.504436;113.566593,23.504206;113.566133,23.503919;113.56569,23.503707;113.565035,23.503451;113.565035,23.503451;113.563542,23.502873;113.563542,23.502873;113.562318,23.502409;113.562318,23.502409;113.560043,23.501541;113.560043,23.501541;113.559792,23.50145;113.559792,23.50145;113.559466,23.501324;113.559466,23.501324;113.559084,23.501172;113.559084,23.501172;113.55822,23.500846;113.55822,23.500846;113.557804,23.500686;113.557804,23.500686;113.557352,23.500473;113.557352,23.500473;113.557153,23.500365;113.556697,23.500069;113.556376,23.499831;113.555477,23.499058;113.555477,23.499058;113.55523,23.498863;113.55523,23.498863;113.554878,23.498598;113.554878,23.498598;113.554536,23.498381;113.554536,23.498381;113.554119,23.498134;113.554119,23.498134;113.553746,23.497921;113.553746,23.497921;113.552691,23.497357;113.552691,23.497357;113.550378,23.49612;113.550378,23.49612;113.548798,23.49526;113.548798,23.49526;113.548641,23.495178;113.548641,23.495178;113.547365,23.494488;113.546801,23.494223;113.546801,23.494223;113.546298,23.49398;113.546298,23.49398;113.545612,23.493594;113.54549,23.493485;113.54549,23.493485;113.545464,23.493464;113.545464,23.493464;113.545304,23.49332;113.545304,23.49332;113.544918,23.492977;113.544414,23.492574;113.543589,23.491997;113.543589,23.491997;113.542947,23.491532;113.542947,23.491532;113.542339,23.49112;113.54194,23.490933;113.541306,23.49072;113.541306,23.49072;113.541246,23.490699;113.541246,23.490699;113.538919,23.490109;113.538919,23.490109;113.536541,23.489505;113.536541,23.489505;113.53612,23.489401;113.53612,23.489401;113.535508,23.48924;113.535508,23.48924;113.535313,23.489188;113.535313,23.489188;113.534831,23.489062;113.534436,23.488932',\n",
       "      'road': '广从公路',\n",
       "      'walk_type': 0},\n",
       "     {'action': '向右前方行驶',\n",
       "      'assistant_action': '',\n",
       "      'distance': 1317,\n",
       "      'duration': 316,\n",
       "      'instruction': '沿广从北路辅路向西南骑行1317米向右前方行驶',\n",
       "      'orientation': '西南',\n",
       "      'polyline': '113.534431,23.488928;113.533663,23.488628;113.533663,23.488628;113.53316,23.488381;113.53316,23.488381;113.532626,23.488086;113.532626,23.488086;113.532092,23.487734;113.531602,23.487357;113.531602,23.487357;113.531398,23.48727;113.530994,23.486888;113.530994,23.486888;113.530564,23.486415;113.529544,23.48513;113.529544,23.48513;113.529362,23.484887;113.529362,23.484887;113.529297,23.4848;113.529297,23.4848;113.529054,23.484492;113.529054,23.484492;113.528368,23.483602;113.528056,23.483225;113.528056,23.483225;113.527704,23.482786;113.527704,23.482786;113.527461,23.48247;113.527422,23.482235;113.527422,23.482235;113.526241,23.48069;113.526241,23.48069;113.525911,23.480247',\n",
       "      'road': '广从北路辅路',\n",
       "      'walk_type': 0},\n",
       "     {'action': '直行',\n",
       "      'assistant_action': '',\n",
       "      'distance': 8572,\n",
       "      'duration': 2057,\n",
       "      'instruction': '沿广从南路向西南骑行8572米直行',\n",
       "      'orientation': '西南',\n",
       "      'polyline': '113.525907,23.480243;113.525903,23.480243;113.525903,23.480243;113.524952,23.479093;113.524614,23.47875;113.524362,23.47852;113.524067,23.478286;113.524067,23.478286;113.523798,23.478103;113.523455,23.477899;113.522478,23.477357;113.522478,23.477357;113.521037,23.476562;113.521037,23.476562;113.520417,23.476228;113.520417,23.476228;113.519822,23.475951;113.519436,23.475807;113.518954,23.475673;113.518954,23.475673;113.518589,23.475651;113.518016,23.475477;113.518016,23.475477;113.517548,23.47533;113.517548,23.47533;113.517496,23.475313;113.517496,23.475313;113.517322,23.475252;113.517322,23.475252;113.517122,23.475195;113.517122,23.475195;113.516085,23.474865;113.516085,23.474865;113.515734,23.474761;113.515734,23.474761;113.515551,23.474701;113.515551,23.474701;113.515382,23.474648;113.515382,23.474648;113.515321,23.474627;113.515321,23.474627;113.515056,23.474544;113.515056,23.474544;113.513468,23.474045;113.513468,23.474045;113.512161,23.473655;113.511949,23.473464;113.511949,23.473464;113.511285,23.473264;113.511285,23.473264;113.510265,23.472943;113.509523,23.472682;113.508203,23.472122;113.507847,23.471944;113.507847,23.471944;113.50776,23.471901;113.50776,23.471901;113.506823,23.471419;113.506823,23.471419;113.505334,23.470642;113.505334,23.470642;113.504918,23.470417;113.504918,23.470417;113.503503,23.469696;113.503503,23.469696;113.502773,23.469314;113.502773,23.469314;113.501849,23.468832;113.501849,23.468832;113.501076,23.468424;113.500851,23.46829;113.500421,23.467995;113.50013,23.467747;113.50013,23.467747;113.499813,23.467413;113.499544,23.467096;113.499544,23.467096;113.499332,23.46678;113.499093,23.466341;113.499093,23.466341;113.498477,23.465056;113.498477,23.465056;113.498437,23.464965;113.498437,23.464965;113.497543,23.463077;113.497543,23.463077;113.496723,23.461376;113.496554,23.461068;113.496302,23.46069;113.496302,23.46069;113.49615,23.460486;113.49615,23.460486;113.496029,23.460334;113.496029,23.460334;113.495243,23.459384;113.495243,23.459384;113.494883,23.458963;113.494883,23.458963;113.494362,23.458346;113.494362,23.458346;113.49411,23.458034;113.49411,23.458034;113.494019,23.457921;113.494019,23.457921;113.493715,23.457496;113.493715,23.457496;113.493555,23.457261;113.493555,23.457261;113.493411,23.457027;113.493411,23.457027;113.493203,23.456654;113.493008,23.456259;113.492695,23.455512;113.492496,23.454891;113.492188,23.453681;113.492188,23.453681;113.492083,23.453555;113.491923,23.452882;113.491862,23.452591;113.491862,23.452591;113.491762,23.452144;113.491762,23.452144;113.49174,23.452036;113.49174,23.452036;113.491593,23.451398;113.491593,23.451398;113.491489,23.450955;113.491489,23.450955;113.491328,23.450256;113.491328,23.450256;113.491298,23.450126;113.491298,23.450126;113.491146,23.449401;113.491146,23.449401;113.490747,23.447574;113.490747,23.447574;113.490664,23.447196;113.490664,23.447196;113.490634,23.447049;113.490634,23.447049;113.490495,23.446497;113.490495,23.446497;113.490443,23.446233;113.490443,23.446233;113.490404,23.446094;113.490404,23.446094;113.490152,23.444961;113.490152,23.444961;113.489931,23.443876;113.489931,23.443876;113.489757,23.443073;113.489757,23.443073;113.489688,23.442773;113.489688,23.442773;113.489735,23.4426;113.489735,23.4426;113.489579,23.441823;113.489579,23.441823;113.489475,23.441367;113.489475,23.441367;113.489236,23.440299;113.489236,23.440299;113.489093,23.4398;113.488893,23.439301;113.488893,23.439301;113.488741,23.438967;113.488451,23.438442;113.488095,23.437943;113.487765,23.437556;113.487765,23.437556;113.487496,23.437279;113.487496,23.437279;113.48701,23.436819;113.48701,23.436819;113.486016,23.435851;113.486016,23.435851;113.485729,23.435582;113.485729,23.435582;113.485499,23.435373;113.485499,23.435373;113.485417,23.435282;113.485417,23.435282;113.485148,23.43503;113.485148,23.43503;113.484032,23.434019;113.484032,23.434019;113.483806,23.433815;113.483806,23.433815;113.483537,23.433589;113.483537,23.433589;113.483446,23.433524;113.483446,23.433524;113.483394,23.433485;113.483394,23.433485;113.483116,23.433359;113.483116,23.433359;113.482921,23.433255;113.482639,23.433051;113.482639,23.433051;113.482109,23.432613;113.482109,23.432613;113.481463,23.432057;113.481463,23.432057;113.481363,23.431979;113.481363,23.431979;113.480686,23.431367;113.480686,23.431367;113.480564,23.431211;113.480564,23.431211;113.480434,23.431059;113.480434,23.431059;113.480317,23.430916;113.480317,23.430916;113.480052,23.430538;113.480052,23.430538;113.48,23.430456;113.48,23.430456;113.4798,23.430139;113.4798,23.430139;113.479366,23.429405;113.478785,23.428385;113.478785,23.428385;113.478481,23.427843;113.478481,23.427843;113.478099,23.427201;113.477951,23.426975;113.477951,23.426975;113.477726,23.426328;113.477726,23.426328;113.477695,23.426259;113.477695,23.426259;113.477595,23.426037;113.476832,23.424761;113.476832,23.424761;113.476345,23.42395;113.476345,23.42395;113.476176,23.423672',\n",
       "      'road': '广从南路',\n",
       "      'walk_type': 0},\n",
       "     {'action': '右转',\n",
       "      'assistant_action': '',\n",
       "      'distance': 8679,\n",
       "      'duration': 2083,\n",
       "      'instruction': '沿广从公路辅路向西南骑行8679米右转',\n",
       "      'orientation': '西南',\n",
       "      'polyline': '113.476172,23.423668;113.475825,23.42309;113.475825,23.42309;113.475681,23.422843;113.475681,23.422843;113.475321,23.422248;113.475321,23.422248;113.47497,23.421667;113.47497,23.421667;113.474826,23.421419;113.474826,23.421419;113.474618,23.421089;113.474618,23.421089;113.474284,23.420525;113.474284,23.420525;113.47395,23.419957;113.47395,23.419957;113.473741,23.419701;113.473741,23.419701;113.473633,23.419579;113.473633,23.419579;113.47342,23.419319;113.47342,23.419319;113.47329,23.419167;113.47329,23.419167;113.473255,23.419132;113.473255,23.419132;113.472977,23.418832;113.472977,23.418832;113.472886,23.418741;113.472886,23.418741;113.472513,23.418524;113.470729,23.417066;113.470729,23.417066;113.470508,23.416858;113.470508,23.416858;113.470308,23.416706;113.470308,23.416706;113.470195,23.416602;113.469852,23.416332;113.469852,23.416332;113.469553,23.416085;113.469553,23.416085;113.469149,23.415764;113.469149,23.415764;113.468203,23.414944;113.468203,23.414944;113.467257,23.414128;113.467257,23.414128;113.467096,23.413971;113.467096,23.413971;113.466562,23.413438;113.466562,23.413438;113.466259,23.413181;113.466259,23.413181;113.465577,23.412617;113.465577,23.412617;113.464983,23.412096;113.464983,23.412096;113.464501,23.411697;113.464501,23.411697;113.464058,23.411354;113.464058,23.411354;113.463754,23.411111;113.463754,23.411111;113.46342,23.41082;113.46342,23.41082;113.462886,23.410378;113.462886,23.410378;113.461862,23.409527;113.461862,23.409527;113.461619,23.409323;113.461619,23.409323;113.461467,23.409197;113.461467,23.409197;113.460816,23.408646;113.460655,23.408533;113.460655,23.408533;113.459987,23.407704;113.459987,23.407704;113.4599,23.407604;113.4599,23.407604;113.458589,23.405911;113.458589,23.405911;113.457591,23.404709;113.457591,23.404709;113.457292,23.404336;113.457292,23.404336;113.457031,23.404002;113.457031,23.404002;113.456927,23.403863;113.456927,23.403863;113.456523,23.403342;113.456523,23.403342;113.455981,23.402652;113.455981,23.402652;113.455586,23.402096;113.455586,23.402096;113.455395,23.401836;113.455395,23.401836;113.455226,23.401615;113.455226,23.401615;113.455187,23.401563;113.455187,23.401563;113.454891,23.401163;113.454891,23.401163;113.454553,23.400703;113.454553,23.400703;113.454201,23.400208;113.454201,23.400208;113.454049,23.400009;113.454049,23.400009;113.453355,23.398919;113.453355,23.398919;113.452752,23.397973;113.452752,23.397973;113.452691,23.397882;113.452691,23.397882;113.452609,23.397743;113.452609,23.397743;113.452439,23.397452;113.452439,23.397452;113.452027,23.39674;113.452027,23.39674;113.451141,23.395243;113.451141,23.395243;113.450898,23.394835;113.450898,23.394835;113.450417,23.394036;113.450417,23.394036;113.45023,23.393715;113.45023,23.393715;113.449748,23.392925;113.449748,23.392925;113.44944,23.392487;113.449206,23.392187;113.448893,23.39184;113.448594,23.391554;113.448594,23.391554;113.448268,23.391263;113.447869,23.390951;113.447869,23.390951;113.447222,23.390534;113.446879,23.390343;113.446549,23.390187;113.446549,23.390187;113.446055,23.389974;113.446055,23.389974;113.445399,23.389744;113.443164,23.389049;113.443164,23.389049;113.442773,23.388989;113.442773,23.388989;113.442439,23.388902;113.441944,23.388741;113.440898,23.388268;113.440898,23.388268;113.440135,23.387899;113.440135,23.387899;113.439358,23.387535;113.439358,23.387535;113.438663,23.387187;113.438663,23.387187;113.437691,23.386714;113.437691,23.386714;113.436128,23.385964;113.435595,23.38569;113.435595,23.38569;113.435109,23.385438;113.434931,23.38526;113.434931,23.38526;113.434479,23.385078;113.434479,23.385078;113.434062,23.384944;113.43372,23.384852;113.43372,23.384852;113.433472,23.384809;113.433472,23.384809;113.432969,23.384744;113.432969,23.384744;113.432682,23.384731;113.432682,23.384731;113.4323,23.384718;113.4323,23.384718;113.432018,23.384714;113.432018,23.384714;113.431276,23.384692;113.431276,23.384692;113.430742,23.384679;113.430742,23.384679;113.430269,23.38467;113.430269,23.38467;113.429514,23.384657;113.429514,23.384657;113.428898,23.384644;113.428898,23.384644;113.428589,23.38464;113.428589,23.38464;113.427643,23.384614;113.427643,23.384614;113.427348,23.384609;113.427348,23.384609;113.427079,23.384605;113.427079,23.384605;113.426914,23.384605;113.426914,23.384605;113.426745,23.384601;113.426745,23.384601;113.426393,23.384588;113.426393,23.384588;113.426241,23.384588;113.426241,23.384588;113.425981,23.384583;113.425981,23.384583;113.425417,23.384566;113.425417,23.384566;113.425152,23.384557;113.425152,23.384557;113.424358,23.38451;113.424358,23.38451;113.423924,23.384453;113.423924,23.384453;113.423168,23.38431;113.423168,23.38431;113.423043,23.384284;113.423043,23.384284;113.422717,23.384201;113.422717,23.384201;113.422305,23.384102;113.422305,23.384102;113.421593,23.383906;113.421593,23.383906;113.420582,23.383633;113.420582,23.383633;113.419666,23.383381;113.419666,23.383381;113.418498,23.383069;113.418498,23.383069;113.418108,23.382964;113.418108,23.382964;113.417964,23.382921;113.417964,23.382921;113.416988,23.382652;113.416988,23.382652;113.41671,23.382582;113.41671,23.382582;113.416467,23.382517;113.416467,23.382517;113.415972,23.382383;113.415972,23.382383;113.4152,23.382174;113.4152,23.382174;113.415035,23.382179;113.414913,23.382157;113.414913,23.382157;113.414796,23.382131;113.414796,23.382131;113.411363,23.381237;113.411363,23.381237;113.410998,23.381146;113.410998,23.381146;113.410347,23.380964',\n",
       "      'road': '广从公路辅路',\n",
       "      'walk_type': 0},\n",
       "     {'action': '直行',\n",
       "      'assistant_action': None,\n",
       "      'distance': 1094,\n",
       "      'duration': 263,\n",
       "      'instruction': '沿福龙路向西北骑行1094米直行',\n",
       "      'orientation': '西北',\n",
       "      'polyline': '113.410343,23.380959;113.410334,23.381011;113.410334,23.381011;113.410265,23.381211;113.410265,23.381211;113.410135,23.381623;113.410135,23.381623;113.41003,23.381944;113.41003,23.381944;113.409913,23.382257;113.409913,23.382257;113.409813,23.382526;113.40974,23.382648;113.40974,23.382648;113.40967,23.382713;113.409579,23.38276;113.409579,23.38276;113.408251,23.383364;113.408251,23.383364;113.407917,23.383507;113.407917,23.383507;113.407665,23.38362;113.407665,23.38362;113.407326,23.383772;113.407326,23.383772;113.40678,23.384015;113.40678,23.384015;113.406619,23.384093;113.406619,23.384093;113.406289,23.38424;113.406289,23.38424;113.405564,23.384579;113.405564,23.384579;113.405299,23.38464;113.405109,23.384757;113.4049,23.384857;113.4049,23.384857;113.40477,23.384905;113.40477,23.384905;113.404536,23.385013;113.404536,23.385013;113.403299,23.385569;113.403299,23.385569;113.402934,23.385738;113.402934,23.385738;113.40214,23.386107;113.402027,23.386133;113.402027,23.386133;113.401775,23.38615',\n",
       "      'road': '福龙路',\n",
       "      'walk_type': 0},\n",
       "     {'action': '向左前方行驶',\n",
       "      'assistant_action': '',\n",
       "      'distance': 1069,\n",
       "      'duration': 257,\n",
       "      'instruction': '沿钟车路向西北骑行1069米向左前方行驶',\n",
       "      'orientation': '西北',\n",
       "      'polyline': '113.401771,23.38615;113.401415,23.386211;113.401141,23.386233;113.401141,23.386233;113.400799,23.386276;113.400299,23.386385;113.399735,23.386563;113.399735,23.386563;113.399262,23.38674;113.398121,23.387326;113.398121,23.387326;113.397652,23.387561;113.397652,23.387561;113.396753,23.388121;113.396753,23.388121;113.39612,23.388511;113.39612,23.388511;113.395543,23.388859;113.395135,23.389128;113.394692,23.389444;113.394692,23.389444;113.394457,23.389622;113.394457,23.389622;113.392886,23.390764;113.392886,23.390764;113.392756,23.390855',\n",
       "      'road': '钟车路',\n",
       "      'walk_type': 0},\n",
       "     {'action': '右转',\n",
       "      'assistant_action': '',\n",
       "      'distance': 879,\n",
       "      'duration': 211,\n",
       "      'instruction': '沿龙岗双龙路向西骑行879米右转',\n",
       "      'orientation': '西',\n",
       "      'polyline': '113.392752,23.390855;113.392092,23.390846;113.391949,23.390868;113.391949,23.390868;113.391007,23.390851;113.391007,23.390851;113.390942,23.390872;113.390942,23.390872;113.390122,23.390907;113.390122,23.390907;113.389536,23.390937;113.389536,23.390937;113.387674,23.391098;113.387674,23.391098;113.387383,23.391124;113.387383,23.391124;113.387157,23.391146;113.387157,23.391146;113.386385,23.391259;113.386385,23.391259;113.386215,23.391298;113.385768,23.39145;113.38556,23.391541;113.385386,23.391641;113.384922,23.391936;113.384484,23.392305',\n",
       "      'road': '龙岗双龙路',\n",
       "      'walk_type': 0},\n",
       "     {'action': '',\n",
       "      'assistant_action': '到达目的地',\n",
       "      'distance': 18,\n",
       "      'duration': 4,\n",
       "      'instruction': '向东北骑行18米到达目的地',\n",
       "      'orientation': '东北',\n",
       "      'polyline': '113.384479,23.392305;113.384579,23.392352;113.384579,23.392352;113.38464,23.392387',\n",
       "      'road': '',\n",
       "      'walk_type': 0}]}]},\n",
       " 'errcode': 0,\n",
       " 'errdetail': None,\n",
       " 'errmsg': 'OK',\n",
       " 'ext': None}"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "bicycle(my_key,origin=results_起始点,destination=results_终点)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>action</th>\n",
       "      <th>assistant_action</th>\n",
       "      <th>distance</th>\n",
       "      <th>duration</th>\n",
       "      <th>instruction</th>\n",
       "      <th>orientation</th>\n",
       "      <th>polyline</th>\n",
       "      <th>road</th>\n",
       "      <th>walk_type</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>右转</td>\n",
       "      <td></td>\n",
       "      <td>101</td>\n",
       "      <td>24</td>\n",
       "      <td>向东骑行101米右转</td>\n",
       "      <td>东</td>\n",
       "      <td>113.679592,23.632491;113.680586,23.632522</td>\n",
       "      <td></td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>向右前方行驶</td>\n",
       "      <td></td>\n",
       "      <td>199</td>\n",
       "      <td>48</td>\n",
       "      <td>向南骑行199米向右前方行驶</td>\n",
       "      <td>南</td>\n",
       "      <td>113.680586,23.632522;113.680638,23.63214;113.6...</td>\n",
       "      <td></td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>左转</td>\n",
       "      <td></td>\n",
       "      <td>159</td>\n",
       "      <td>38</td>\n",
       "      <td>向西骑行159米左转</td>\n",
       "      <td>西</td>\n",
       "      <td>113.680204,23.630838;113.680035,23.630773;113....</td>\n",
       "      <td></td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>左转</td>\n",
       "      <td></td>\n",
       "      <td>237</td>\n",
       "      <td>57</td>\n",
       "      <td>向南骑行237米左转</td>\n",
       "      <td>南</td>\n",
       "      <td>113.678711,23.63036;113.678711,23.62934;113.67...</td>\n",
       "      <td></td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>向右前方行驶</td>\n",
       "      <td></td>\n",
       "      <td>498</td>\n",
       "      <td>120</td>\n",
       "      <td>向南骑行498米向右前方行驶</td>\n",
       "      <td>南</td>\n",
       "      <td>113.678273,23.628368;113.678572,23.628338;113....</td>\n",
       "      <td></td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>左转</td>\n",
       "      <td></td>\n",
       "      <td>722</td>\n",
       "      <td>173</td>\n",
       "      <td>向西南骑行722米左转</td>\n",
       "      <td>西南</td>\n",
       "      <td>113.678572,23.624653;113.678559,23.62451;113.6...</td>\n",
       "      <td></td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>向右前方行驶</td>\n",
       "      <td></td>\n",
       "      <td>412</td>\n",
       "      <td>99</td>\n",
       "      <td>向东南骑行412米向右前方行驶</td>\n",
       "      <td>东南</td>\n",
       "      <td>113.675239,23.620009;113.67549,23.620013;113.6...</td>\n",
       "      <td></td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>右转</td>\n",
       "      <td></td>\n",
       "      <td>1381</td>\n",
       "      <td>331</td>\n",
       "      <td>沿乌土街向南骑行1381米右转</td>\n",
       "      <td>南</td>\n",
       "      <td>113.678181,23.617652;113.678095,23.617205;113....</td>\n",
       "      <td>乌土街</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>直行</td>\n",
       "      <td></td>\n",
       "      <td>165</td>\n",
       "      <td>40</td>\n",
       "      <td>沿乌土街向西南骑行165米直行</td>\n",
       "      <td>西南</td>\n",
       "      <td>113.677535,23.605668;113.676988,23.605373;113....</td>\n",
       "      <td>乌土街</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>直行</td>\n",
       "      <td></td>\n",
       "      <td>118</td>\n",
       "      <td>28</td>\n",
       "      <td>沿934县道向西骑行118米直行</td>\n",
       "      <td>西</td>\n",
       "      <td>113.676159,23.604883;113.675799,23.604805;113....</td>\n",
       "      <td>934县道</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>向右前方行驶</td>\n",
       "      <td></td>\n",
       "      <td>674</td>\n",
       "      <td>162</td>\n",
       "      <td>沿桃园东路向西南骑行674米向右前方行驶</td>\n",
       "      <td>西南</td>\n",
       "      <td>113.675009,23.604735;113.674236,23.604683;113....</td>\n",
       "      <td>桃园东路</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>直行</td>\n",
       "      <td></td>\n",
       "      <td>247</td>\n",
       "      <td>59</td>\n",
       "      <td>沿桃园东路向西南骑行247米直行</td>\n",
       "      <td>西南</td>\n",
       "      <td>113.669714,23.601897;113.66964,23.601771;113.6...</td>\n",
       "      <td>桃园东路</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>向右前方行驶</td>\n",
       "      <td></td>\n",
       "      <td>2775</td>\n",
       "      <td>666</td>\n",
       "      <td>沿桃园西路向西南骑行2775米向右前方行驶</td>\n",
       "      <td>西南</td>\n",
       "      <td>113.667943,23.600412;113.667331,23.600139;113....</td>\n",
       "      <td>桃园西路</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>直行</td>\n",
       "      <td></td>\n",
       "      <td>1838</td>\n",
       "      <td>441</td>\n",
       "      <td>沿石海工业大道向西南骑行1838米直行</td>\n",
       "      <td>西南</td>\n",
       "      <td>113.656406,23.579358;113.656055,23.57931;113.6...</td>\n",
       "      <td>石海工业大道</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>直行</td>\n",
       "      <td></td>\n",
       "      <td>2161</td>\n",
       "      <td>519</td>\n",
       "      <td>沿政通路向西南骑行2161米直行</td>\n",
       "      <td>西南</td>\n",
       "      <td>113.641432,23.570816;113.641168,23.570525;113....</td>\n",
       "      <td>政通路</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>左转</td>\n",
       "      <td></td>\n",
       "      <td>795</td>\n",
       "      <td>191</td>\n",
       "      <td>沿灌村路向西骑行795米左转</td>\n",
       "      <td>西</td>\n",
       "      <td>113.624983,23.562361;113.624431,23.562183;113....</td>\n",
       "      <td>灌村路</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>向右前方行驶</td>\n",
       "      <td></td>\n",
       "      <td>1586</td>\n",
       "      <td>381</td>\n",
       "      <td>沿环市东路向西南骑行1586米向右前方行驶</td>\n",
       "      <td>西南</td>\n",
       "      <td>113.618138,23.55997;113.617947,23.55977;113.61...</td>\n",
       "      <td>环市东路</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>向左前方行驶</td>\n",
       "      <td></td>\n",
       "      <td>1372</td>\n",
       "      <td>329</td>\n",
       "      <td>沿河东北路向西骑行1372米向左前方行驶</td>\n",
       "      <td>西</td>\n",
       "      <td>113.608837,23.548676;113.608455,23.548503;113....</td>\n",
       "      <td>河东北路</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>向左前方行驶</td>\n",
       "      <td></td>\n",
       "      <td>65</td>\n",
       "      <td>16</td>\n",
       "      <td>沿河东北路向西南骑行65米向左前方行驶</td>\n",
       "      <td>西南</td>\n",
       "      <td>113.595929,23.546085;113.59582,23.546059;113.5...</td>\n",
       "      <td>河东北路</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>右转</td>\n",
       "      <td></td>\n",
       "      <td>43</td>\n",
       "      <td>10</td>\n",
       "      <td>沿河东北路向南骑行43米右转</td>\n",
       "      <td>南</td>\n",
       "      <td>113.595464,23.545716;113.59543,23.545616;113.5...</td>\n",
       "      <td>河东北路</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>右转</td>\n",
       "      <td></td>\n",
       "      <td>151</td>\n",
       "      <td>36</td>\n",
       "      <td>向西南骑行151米右转</td>\n",
       "      <td>西南</td>\n",
       "      <td>113.595395,23.545326;113.594944,23.545378;113....</td>\n",
       "      <td></td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>向右前方行驶</td>\n",
       "      <td></td>\n",
       "      <td>1272</td>\n",
       "      <td>305</td>\n",
       "      <td>沿沿江南路向西南骑行1272米向右前方行驶</td>\n",
       "      <td>西南</td>\n",
       "      <td>113.594679,23.544484;113.594631,23.544453;113....</td>\n",
       "      <td>沿江南路</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>向右前方行驶</td>\n",
       "      <td></td>\n",
       "      <td>165</td>\n",
       "      <td>40</td>\n",
       "      <td>沿沿江南路向西南骑行165米向右前方行驶</td>\n",
       "      <td>西南</td>\n",
       "      <td>113.589336,23.534792;113.589275,23.534792;113....</td>\n",
       "      <td>沿江南路</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>左转</td>\n",
       "      <td></td>\n",
       "      <td>323</td>\n",
       "      <td>78</td>\n",
       "      <td>沿沿江南路向西南骑行323米左转</td>\n",
       "      <td>西南</td>\n",
       "      <td>113.588338,23.533715;113.588047,23.533333;113....</td>\n",
       "      <td>沿江南路</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>右转</td>\n",
       "      <td></td>\n",
       "      <td>464</td>\n",
       "      <td>111</td>\n",
       "      <td>沿江湾路向东南骑行464米右转</td>\n",
       "      <td>东南</td>\n",
       "      <td>113.586463,23.531345;113.586645,23.531172;113....</td>\n",
       "      <td>江湾路</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>左转</td>\n",
       "      <td></td>\n",
       "      <td>880</td>\n",
       "      <td>211</td>\n",
       "      <td>沿从化大道向西南骑行880米左转</td>\n",
       "      <td>西南</td>\n",
       "      <td>113.589223,23.527977;113.589006,23.527817;113....</td>\n",
       "      <td>从化大道</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>左转</td>\n",
       "      <td></td>\n",
       "      <td>340</td>\n",
       "      <td>82</td>\n",
       "      <td>向南骑行340米左转</td>\n",
       "      <td>南</td>\n",
       "      <td>113.582318,23.523173;113.582374,23.523108;113....</td>\n",
       "      <td></td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>左转</td>\n",
       "      <td></td>\n",
       "      <td>196</td>\n",
       "      <td>47</td>\n",
       "      <td>向南骑行196米左转</td>\n",
       "      <td>南</td>\n",
       "      <td>113.581493,23.52076;113.581493,23.52069;113.58...</td>\n",
       "      <td></td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>右转</td>\n",
       "      <td></td>\n",
       "      <td>315</td>\n",
       "      <td>76</td>\n",
       "      <td>向东南骑行315米右转</td>\n",
       "      <td>东南</td>\n",
       "      <td>113.580894,23.519197;113.580894,23.519175;113....</td>\n",
       "      <td></td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>None</td>\n",
       "      <td></td>\n",
       "      <td>1351</td>\n",
       "      <td>324</td>\n",
       "      <td>沿广从公路向西南骑行1351米null</td>\n",
       "      <td>西南</td>\n",
       "      <td>113.582122,23.516615;113.581875,23.516393;113....</td>\n",
       "      <td>广从公路</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>直行</td>\n",
       "      <td></td>\n",
       "      <td>4522</td>\n",
       "      <td>1085</td>\n",
       "      <td>沿广从公路向西南骑行4522米直行</td>\n",
       "      <td>西南</td>\n",
       "      <td>113.57092,23.510256;113.57066,23.509974;113.57...</td>\n",
       "      <td>广从公路</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>向右前方行驶</td>\n",
       "      <td></td>\n",
       "      <td>1317</td>\n",
       "      <td>316</td>\n",
       "      <td>沿广从北路辅路向西南骑行1317米向右前方行驶</td>\n",
       "      <td>西南</td>\n",
       "      <td>113.534431,23.488928;113.533663,23.488628;113....</td>\n",
       "      <td>广从北路辅路</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>直行</td>\n",
       "      <td></td>\n",
       "      <td>8572</td>\n",
       "      <td>2057</td>\n",
       "      <td>沿广从南路向西南骑行8572米直行</td>\n",
       "      <td>西南</td>\n",
       "      <td>113.525907,23.480243;113.525903,23.480243;113....</td>\n",
       "      <td>广从南路</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>右转</td>\n",
       "      <td></td>\n",
       "      <td>8679</td>\n",
       "      <td>2083</td>\n",
       "      <td>沿广从公路辅路向西南骑行8679米右转</td>\n",
       "      <td>西南</td>\n",
       "      <td>113.476172,23.423668;113.475825,23.42309;113.4...</td>\n",
       "      <td>广从公路辅路</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>直行</td>\n",
       "      <td>None</td>\n",
       "      <td>1094</td>\n",
       "      <td>263</td>\n",
       "      <td>沿福龙路向西北骑行1094米直行</td>\n",
       "      <td>西北</td>\n",
       "      <td>113.410343,23.380959;113.410334,23.381011;113....</td>\n",
       "      <td>福龙路</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>向左前方行驶</td>\n",
       "      <td></td>\n",
       "      <td>1069</td>\n",
       "      <td>257</td>\n",
       "      <td>沿钟车路向西北骑行1069米向左前方行驶</td>\n",
       "      <td>西北</td>\n",
       "      <td>113.401771,23.38615;113.401415,23.386211;113.4...</td>\n",
       "      <td>钟车路</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>右转</td>\n",
       "      <td></td>\n",
       "      <td>879</td>\n",
       "      <td>211</td>\n",
       "      <td>沿龙岗双龙路向西骑行879米右转</td>\n",
       "      <td>西</td>\n",
       "      <td>113.392752,23.390855;113.392092,23.390846;113....</td>\n",
       "      <td>龙岗双龙路</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td></td>\n",
       "      <td>到达目的地</td>\n",
       "      <td>18</td>\n",
       "      <td>4</td>\n",
       "      <td>向东北骑行18米到达目的地</td>\n",
       "      <td>东北</td>\n",
       "      <td>113.384479,23.392305;113.384579,23.392352;113....</td>\n",
       "      <td></td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    action assistant_action  distance  duration              instruction  \\\n",
       "0       右转                        101        24               向东骑行101米右转   \n",
       "1   向右前方行驶                        199        48           向南骑行199米向右前方行驶   \n",
       "2       左转                        159        38               向西骑行159米左转   \n",
       "3       左转                        237        57               向南骑行237米左转   \n",
       "4   向右前方行驶                        498       120           向南骑行498米向右前方行驶   \n",
       "5       左转                        722       173              向西南骑行722米左转   \n",
       "6   向右前方行驶                        412        99          向东南骑行412米向右前方行驶   \n",
       "7       右转                       1381       331          沿乌土街向南骑行1381米右转   \n",
       "8       直行                        165        40          沿乌土街向西南骑行165米直行   \n",
       "9       直行                        118        28         沿934县道向西骑行118米直行   \n",
       "10  向右前方行驶                        674       162     沿桃园东路向西南骑行674米向右前方行驶   \n",
       "11      直行                        247        59         沿桃园东路向西南骑行247米直行   \n",
       "12  向右前方行驶                       2775       666    沿桃园西路向西南骑行2775米向右前方行驶   \n",
       "13      直行                       1838       441      沿石海工业大道向西南骑行1838米直行   \n",
       "14      直行                       2161       519         沿政通路向西南骑行2161米直行   \n",
       "15      左转                        795       191           沿灌村路向西骑行795米左转   \n",
       "16  向右前方行驶                       1586       381    沿环市东路向西南骑行1586米向右前方行驶   \n",
       "17  向左前方行驶                       1372       329     沿河东北路向西骑行1372米向左前方行驶   \n",
       "18  向左前方行驶                         65        16      沿河东北路向西南骑行65米向左前方行驶   \n",
       "19      右转                         43        10           沿河东北路向南骑行43米右转   \n",
       "20      右转                        151        36              向西南骑行151米右转   \n",
       "21  向右前方行驶                       1272       305    沿沿江南路向西南骑行1272米向右前方行驶   \n",
       "22  向右前方行驶                        165        40     沿沿江南路向西南骑行165米向右前方行驶   \n",
       "23      左转                        323        78         沿沿江南路向西南骑行323米左转   \n",
       "24      右转                        464       111          沿江湾路向东南骑行464米右转   \n",
       "25      左转                        880       211         沿从化大道向西南骑行880米左转   \n",
       "26      左转                        340        82               向南骑行340米左转   \n",
       "27      左转                        196        47               向南骑行196米左转   \n",
       "28      右转                        315        76              向东南骑行315米右转   \n",
       "29    None                       1351       324      沿广从公路向西南骑行1351米null   \n",
       "30      直行                       4522      1085        沿广从公路向西南骑行4522米直行   \n",
       "31  向右前方行驶                       1317       316  沿广从北路辅路向西南骑行1317米向右前方行驶   \n",
       "32      直行                       8572      2057        沿广从南路向西南骑行8572米直行   \n",
       "33      右转                       8679      2083      沿广从公路辅路向西南骑行8679米右转   \n",
       "34      直行             None      1094       263         沿福龙路向西北骑行1094米直行   \n",
       "35  向左前方行驶                       1069       257     沿钟车路向西北骑行1069米向左前方行驶   \n",
       "36      右转                        879       211         沿龙岗双龙路向西骑行879米右转   \n",
       "37                    到达目的地        18         4            向东北骑行18米到达目的地   \n",
       "\n",
       "   orientation                                           polyline    road  \\\n",
       "0            东          113.679592,23.632491;113.680586,23.632522           \n",
       "1            南  113.680586,23.632522;113.680638,23.63214;113.6...           \n",
       "2            西  113.680204,23.630838;113.680035,23.630773;113....           \n",
       "3            南  113.678711,23.63036;113.678711,23.62934;113.67...           \n",
       "4            南  113.678273,23.628368;113.678572,23.628338;113....           \n",
       "5           西南  113.678572,23.624653;113.678559,23.62451;113.6...           \n",
       "6           东南  113.675239,23.620009;113.67549,23.620013;113.6...           \n",
       "7            南  113.678181,23.617652;113.678095,23.617205;113....     乌土街   \n",
       "8           西南  113.677535,23.605668;113.676988,23.605373;113....     乌土街   \n",
       "9            西  113.676159,23.604883;113.675799,23.604805;113....   934县道   \n",
       "10          西南  113.675009,23.604735;113.674236,23.604683;113....    桃园东路   \n",
       "11          西南  113.669714,23.601897;113.66964,23.601771;113.6...    桃园东路   \n",
       "12          西南  113.667943,23.600412;113.667331,23.600139;113....    桃园西路   \n",
       "13          西南  113.656406,23.579358;113.656055,23.57931;113.6...  石海工业大道   \n",
       "14          西南  113.641432,23.570816;113.641168,23.570525;113....     政通路   \n",
       "15           西  113.624983,23.562361;113.624431,23.562183;113....     灌村路   \n",
       "16          西南  113.618138,23.55997;113.617947,23.55977;113.61...    环市东路   \n",
       "17           西  113.608837,23.548676;113.608455,23.548503;113....    河东北路   \n",
       "18          西南  113.595929,23.546085;113.59582,23.546059;113.5...    河东北路   \n",
       "19           南  113.595464,23.545716;113.59543,23.545616;113.5...    河东北路   \n",
       "20          西南  113.595395,23.545326;113.594944,23.545378;113....           \n",
       "21          西南  113.594679,23.544484;113.594631,23.544453;113....    沿江南路   \n",
       "22          西南  113.589336,23.534792;113.589275,23.534792;113....    沿江南路   \n",
       "23          西南  113.588338,23.533715;113.588047,23.533333;113....    沿江南路   \n",
       "24          东南  113.586463,23.531345;113.586645,23.531172;113....     江湾路   \n",
       "25          西南  113.589223,23.527977;113.589006,23.527817;113....    从化大道   \n",
       "26           南  113.582318,23.523173;113.582374,23.523108;113....           \n",
       "27           南  113.581493,23.52076;113.581493,23.52069;113.58...           \n",
       "28          东南  113.580894,23.519197;113.580894,23.519175;113....           \n",
       "29          西南  113.582122,23.516615;113.581875,23.516393;113....    广从公路   \n",
       "30          西南  113.57092,23.510256;113.57066,23.509974;113.57...    广从公路   \n",
       "31          西南  113.534431,23.488928;113.533663,23.488628;113....  广从北路辅路   \n",
       "32          西南  113.525907,23.480243;113.525903,23.480243;113....    广从南路   \n",
       "33          西南  113.476172,23.423668;113.475825,23.42309;113.4...  广从公路辅路   \n",
       "34          西北  113.410343,23.380959;113.410334,23.381011;113....     福龙路   \n",
       "35          西北  113.401771,23.38615;113.401415,23.386211;113.4...     钟车路   \n",
       "36           西  113.392752,23.390855;113.392092,23.390846;113....   龙岗双龙路   \n",
       "37          东北  113.384479,23.392305;113.384579,23.392352;113....           \n",
       "\n",
       "    walk_type  \n",
       "0           0  \n",
       "1           0  \n",
       "2           0  \n",
       "3           0  \n",
       "4           0  \n",
       "5           0  \n",
       "6           0  \n",
       "7           0  \n",
       "8           0  \n",
       "9           0  \n",
       "10          0  \n",
       "11          0  \n",
       "12          0  \n",
       "13          0  \n",
       "14          0  \n",
       "15          0  \n",
       "16          0  \n",
       "17          0  \n",
       "18          0  \n",
       "19          0  \n",
       "20          0  \n",
       "21          0  \n",
       "22          0  \n",
       "23          0  \n",
       "24          0  \n",
       "25          0  \n",
       "26          0  \n",
       "27          0  \n",
       "28          0  \n",
       "29          0  \n",
       "30          0  \n",
       "31          0  \n",
       "32          0  \n",
       "33          0  \n",
       "34          0  \n",
       "35          0  \n",
       "36          0  \n",
       "37          0  "
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pd.json_normalize(bicycle(my_key,origin=results_起始点,destination=results_终点)['data']['paths'][0]['steps'])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 2.5 货车路径规划"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- url:\"https://restapi.amap.com/v4/direction/truck?parameters\"  \n",
    "- requests.get()  \n",
    "- key,origin,destination,size"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [],
   "source": [
    "def truck(key,origin,destination,size):\n",
    "    truck_url:\"https://restapi.amap.com/v4/direction/truck?parameters\"\n",
    "    params_truck = {\n",
    "        \"key\":key,\n",
    "        \"origin\":origin,\n",
    "        \"destination\":destination,\n",
    "        \"size\":size\n",
    "    }\n",
    "    r = requests.get(\"https://restapi.amap.com/v4/direction/truck?parameters\",params_truck)\n",
    "    results = r.json()\n",
    "    return results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'data': {'route': {'destination': '113.384632,23.392457',\n",
       "   'origin': '113.679287,23.632575',\n",
       "   'paths': [{'distance': 50630,\n",
       "     'duration': 3034,\n",
       "     'restriction': 0,\n",
       "     'steps': [{'action': '向左前方行驶',\n",
       "       'assistant_action': '',\n",
       "       'cities': [{'adcode': '440117',\n",
       "         'citycode': None,\n",
       "         'districts': [],\n",
       "         'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None}],\n",
       "       'distance': 122,\n",
       "       'duration': 31,\n",
       "       'instruction': '向北行驶122米向左前方行驶',\n",
       "       'orientation': '北',\n",
       "       'polyline': '113.679596,23.632574;113.679596,23.632856;113.679592,23.633173;113.679596,23.633251;113.679627,23.63365;113.679648,23.633689',\n",
       "       'road': None,\n",
       "       'tmcs': [{'distance': 31,\n",
       "         'polyline': '113.679596,23.632574;113.679596,23.632856',\n",
       "         'status': '未知'},\n",
       "        {'distance': 34,\n",
       "         'polyline': '113.679596,23.632856;113.679592,23.633173',\n",
       "         'status': '未知'},\n",
       "        {'distance': 9,\n",
       "         'polyline': '113.679592,23.633173;113.679596,23.633251',\n",
       "         'status': '未知'},\n",
       "        {'distance': 48,\n",
       "         'polyline': '113.679596,23.633251;113.679627,23.63365;113.679648,23.633689',\n",
       "         'status': '未知'}],\n",
       "       'toll_distance': 0,\n",
       "       'toll_road': '',\n",
       "       'tolls': 0},\n",
       "      {'action': '向左前方行驶',\n",
       "       'assistant_action': '',\n",
       "       'cities': [{'adcode': '440117',\n",
       "         'citycode': None,\n",
       "         'districts': [],\n",
       "         'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None}],\n",
       "       'distance': 79,\n",
       "       'duration': 21,\n",
       "       'instruction': '沿博学路向北行驶79米向左前方行驶',\n",
       "       'orientation': '北',\n",
       "       'polyline': '113.679648,23.633689;113.679549,23.633967;113.679375,23.634358',\n",
       "       'road': '博学路',\n",
       "       'tmcs': [{'distance': 32,\n",
       "         'polyline': '113.679648,23.633689;113.679549,23.633967',\n",
       "         'status': '未知'},\n",
       "        {'distance': 47,\n",
       "         'polyline': '113.679549,23.633967;113.679375,23.634358',\n",
       "         'status': '未知'}],\n",
       "       'toll_distance': 0,\n",
       "       'toll_road': '',\n",
       "       'tolls': 0},\n",
       "      {'action': '左转',\n",
       "       'assistant_action': '',\n",
       "       'cities': [{'adcode': '440117',\n",
       "         'citycode': None,\n",
       "         'districts': [],\n",
       "         'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None}],\n",
       "       'distance': 118,\n",
       "       'duration': 29,\n",
       "       'instruction': '沿博学路向西北行驶118米左转',\n",
       "       'orientation': '西北',\n",
       "       'polyline': '113.679375,23.634358;113.679249,23.634479;113.678932,23.634761;113.678711,23.634918;113.678628,23.63497;113.678594,23.63503;113.678555,23.635109',\n",
       "       'road': '博学路',\n",
       "       'tmcs': [{'distance': 19,\n",
       "         'polyline': '113.679375,23.634358;113.679249,23.634479',\n",
       "         'status': '未知'},\n",
       "        {'distance': 72,\n",
       "         'polyline': '113.679249,23.634479;113.678932,23.634761;113.678711,23.634918',\n",
       "         'status': '未知'},\n",
       "        {'distance': 27,\n",
       "         'polyline': '113.678711,23.634918;113.678628,23.63497;113.678594,23.63503;113.678555,23.635109',\n",
       "         'status': '未知'}],\n",
       "       'toll_distance': 0,\n",
       "       'toll_road': '',\n",
       "       'tolls': 0},\n",
       "      {'action': '右转',\n",
       "       'assistant_action': '',\n",
       "       'cities': [{'adcode': '440117',\n",
       "         'citycode': None,\n",
       "         'districts': [],\n",
       "         'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None}],\n",
       "       'distance': 163,\n",
       "       'duration': 34,\n",
       "       'instruction': '沿博学路向西行驶163米右转',\n",
       "       'orientation': '西',\n",
       "       'polyline': '113.678555,23.635109;113.677856,23.635087;113.677613,23.63503;113.67753,23.634991;113.677326,23.634852;113.677083,23.634661',\n",
       "       'road': '博学路',\n",
       "       'tmcs': [{'distance': 106,\n",
       "         'polyline': '113.678555,23.635109;113.677856,23.635087;113.677613,23.63503;113.67753,23.634991',\n",
       "         'status': '未知'},\n",
       "        {'distance': 25,\n",
       "         'polyline': '113.67753,23.634991;113.677326,23.634852',\n",
       "         'status': '未知'},\n",
       "        {'distance': 32,\n",
       "         'polyline': '113.677326,23.634852;113.677083,23.634661',\n",
       "         'status': '未知'}],\n",
       "       'toll_distance': 0,\n",
       "       'toll_road': '',\n",
       "       'tolls': 0},\n",
       "      {'action': '右转',\n",
       "       'assistant_action': '',\n",
       "       'cities': [{'adcode': '440117',\n",
       "         'citycode': None,\n",
       "         'districts': [],\n",
       "         'name': None}],\n",
       "       'distance': 33,\n",
       "       'duration': 12,\n",
       "       'instruction': '沿博学路向西行驶33米右转',\n",
       "       'orientation': '西',\n",
       "       'polyline': '113.677083,23.634661;113.677027,23.634701;113.676918,23.634718;113.676849,23.634701;113.676788,23.634657',\n",
       "       'road': '博学路',\n",
       "       'tmcs': [{'distance': 33,\n",
       "         'polyline': '113.677083,23.634661;113.677027,23.634701;113.676918,23.634718;113.676849,23.634701;113.676788,23.634657',\n",
       "         'status': '未知'}],\n",
       "       'toll_distance': 0,\n",
       "       'toll_road': '',\n",
       "       'tolls': 0},\n",
       "      {'action': '右转',\n",
       "       'assistant_action': '',\n",
       "       'cities': [{'adcode': '440117',\n",
       "         'citycode': None,\n",
       "         'districts': [],\n",
       "         'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None}],\n",
       "       'distance': 1265,\n",
       "       'duration': 276,\n",
       "       'instruction': '沿中山路向西北行驶1.3千米右转',\n",
       "       'orientation': '西北',\n",
       "       'polyline': '113.676788,23.634657;113.675265,23.636128;113.675152,23.636263;113.675026,23.636467;113.67497,23.636567;113.674957,23.636701;113.674957,23.636845;113.674991,23.636997;113.675378,23.637886;113.67543,23.638043;113.675521,23.638659;113.67553,23.638997;113.675508,23.639132;113.675447,23.63931;113.67533,23.639583;113.675104,23.640035;113.675,23.640187;113.67431,23.641024;113.673355,23.64214;113.672977,23.642535;113.672934,23.642578;113.67217,23.643307;113.671428,23.644045',\n",
       "       'road': '中山路',\n",
       "       'tmcs': [{'distance': 576,\n",
       "         'polyline': '113.676788,23.634657;113.675265,23.636128;113.675152,23.636263;113.675026,23.636467;113.67497,23.636567;113.674957,23.636701;113.674957,23.636845;113.674991,23.636997;113.675378,23.637886;113.67543,23.638043;113.675521,23.638659;113.67553,23.638997;113.675508,23.639132',\n",
       "         'status': '未知'},\n",
       "        {'distance': 578,\n",
       "         'polyline': '113.675508,23.639132;113.675447,23.63931;113.67533,23.639583;113.675104,23.640035;113.675,23.640187;113.67431,23.641024;113.673355,23.64214;113.672977,23.642535;113.672934,23.642578;113.67217,23.643307',\n",
       "         'status': '未知'},\n",
       "        {'distance': 111,\n",
       "         'polyline': '113.67217,23.643307;113.671428,23.644045',\n",
       "         'status': '未知'}],\n",
       "       'toll_distance': 0,\n",
       "       'toll_road': '',\n",
       "       'tolls': 0},\n",
       "      {'action': '左转调头',\n",
       "       'assistant_action': '',\n",
       "       'cities': [{'adcode': '440117',\n",
       "         'citycode': None,\n",
       "         'districts': [],\n",
       "         'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None}],\n",
       "       'distance': 605,\n",
       "       'duration': 59,\n",
       "       'instruction': '沿温泉大道向东北行驶605米左转调头',\n",
       "       'orientation': '东北',\n",
       "       'polyline': '113.671428,23.644045;113.671636,23.644162;113.673103,23.64497;113.673945,23.645425;113.674366,23.645651;113.67546,23.646276;113.675968,23.646636;113.676411,23.647018;113.676367,23.647088',\n",
       "       'road': '温泉大道',\n",
       "       'tmcs': [{'distance': 25,\n",
       "         'polyline': '113.671428,23.644045;113.671636,23.644162',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 174,\n",
       "         'polyline': '113.671636,23.644162;113.673103,23.64497',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 99,\n",
       "         'polyline': '113.673103,23.64497;113.673945,23.645425',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 49,\n",
       "         'polyline': '113.673945,23.645425;113.674366,23.645651',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 258,\n",
       "         'polyline': '113.674366,23.645651;113.67546,23.646276;113.675968,23.646636;113.676411,23.647018;113.676367,23.647088',\n",
       "         'status': '畅通'}],\n",
       "       'toll_distance': 0,\n",
       "       'toll_road': '',\n",
       "       'tolls': 0},\n",
       "      {'action': '向右前方行驶',\n",
       "       'assistant_action': '进入匝道',\n",
       "       'cities': [{'adcode': '440117',\n",
       "         'citycode': None,\n",
       "         'districts': [],\n",
       "         'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None}],\n",
       "       'distance': 916,\n",
       "       'duration': 65,\n",
       "       'instruction': '沿温泉大道向西南行驶916米向右前方行驶进入匝道',\n",
       "       'orientation': '西南',\n",
       "       'polyline': '113.676367,23.647088;113.675964,23.646745;113.675734,23.646567;113.675464,23.646385;113.675095,23.646172;113.673003,23.645004;113.669961,23.643329;113.669162,23.642882;113.668776,23.642674',\n",
       "       'road': '温泉大道',\n",
       "       'tmcs': [{'distance': 165,\n",
       "         'polyline': '113.676367,23.647088;113.675964,23.646745;113.675734,23.646567;113.675464,23.646385;113.675095,23.646172',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 249,\n",
       "         'polyline': '113.675095,23.646172;113.673003,23.645004',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 361,\n",
       "         'polyline': '113.673003,23.645004;113.669961,23.643329',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 141,\n",
       "         'polyline': '113.669961,23.643329;113.669162,23.642882;113.668776,23.642674',\n",
       "         'status': '畅通'}],\n",
       "       'toll_distance': 0,\n",
       "       'toll_road': '',\n",
       "       'tolls': 0},\n",
       "      {'action': '减速行驶',\n",
       "       'assistant_action': '到达收费站',\n",
       "       'cities': [{'adcode': '440117',\n",
       "         'citycode': None,\n",
       "         'districts': [],\n",
       "         'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None}],\n",
       "       'distance': 836,\n",
       "       'duration': 72,\n",
       "       'instruction': '沿G45大广高速入口向西南行驶836米减速行驶到达收费站',\n",
       "       'orientation': '西南',\n",
       "       'polyline': '113.668776,23.642674;113.668546,23.642578;113.668095,23.642387;113.667626,23.64214;113.667461,23.642079;113.667274,23.642036;113.667109,23.642014;113.66694,23.642018;113.666749,23.642049;113.666367,23.642135;113.666181,23.642157;113.666029,23.642157;113.665868,23.642131;113.665716,23.642088;113.665577,23.642023;113.66546,23.641944;113.665352,23.64184;113.665252,23.641719;113.665182,23.641593;113.665122,23.641445;113.665078,23.64125;113.665056,23.641068;113.665052,23.640859;113.665078,23.640616;113.665122,23.640391;113.665178,23.640217;113.66526,23.640017;113.665386,23.639792;113.665512,23.639592;113.665603,23.639479;113.665807,23.63924;113.665972,23.639015;113.666046,23.63888;113.666089,23.638763;113.666102,23.638681;113.666115,23.638568;113.666063,23.637999',\n",
       "       'road': 'G45大广高速入口',\n",
       "       'tmcs': [{'distance': 761,\n",
       "         'polyline': '113.668776,23.642674;113.668546,23.642578;113.668095,23.642387;113.667626,23.64214;113.667461,23.642079;113.667274,23.642036;113.667109,23.642014;113.66694,23.642018;113.666749,23.642049;113.666367,23.642135;113.666181,23.642157;113.666029,23.642157;113.665868,23.642131;113.665716,23.642088;113.665577,23.642023;113.66546,23.641944;113.665352,23.64184;113.665252,23.641719;113.665182,23.641593;113.665122,23.641445;113.665078,23.64125;113.665056,23.641068;113.665052,23.640859;113.665078,23.640616;113.665122,23.640391;113.665178,23.640217;113.66526,23.640017;113.665386,23.639792;113.665512,23.639592;113.665603,23.639479;113.665807,23.63924;113.665972,23.639015;113.666046,23.63888;113.666089,23.638763;113.666102,23.638681',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 75,\n",
       "         'polyline': '113.666102,23.638681;113.666115,23.638568;113.666063,23.637999',\n",
       "         'status': '畅通'}],\n",
       "       'toll_distance': 0,\n",
       "       'toll_road': '',\n",
       "       'tolls': 0},\n",
       "      {'action': '靠左',\n",
       "       'assistant_action': '',\n",
       "       'cities': [{'adcode': '440117',\n",
       "         'citycode': None,\n",
       "         'districts': [],\n",
       "         'name': None}],\n",
       "       'distance': 49,\n",
       "       'duration': 6,\n",
       "       'instruction': '沿G45大广高速入口向南行驶49米靠左',\n",
       "       'orientation': '南',\n",
       "       'polyline': '113.666063,23.637999;113.666033,23.637548',\n",
       "       'road': 'G45大广高速入口',\n",
       "       'tmcs': [{'distance': 49,\n",
       "         'polyline': '113.666063,23.637999;113.666033,23.637548',\n",
       "         'status': '畅通'}],\n",
       "       'toll_distance': 49,\n",
       "       'toll_road': 'G45大广高速入口',\n",
       "       'tolls': 0},\n",
       "      {'action': '直行',\n",
       "       'assistant_action': '进入隧道',\n",
       "       'cities': [{'adcode': '440117',\n",
       "         'citycode': None,\n",
       "         'districts': [],\n",
       "         'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None}],\n",
       "       'distance': 1741,\n",
       "       'duration': 87,\n",
       "       'instruction': '沿G45大广高速入口途径G45大广高速向西南行驶1.7千米直行进入隧道',\n",
       "       'orientation': '西南',\n",
       "       'polyline': '113.666033,23.637548;113.666046,23.637448;113.666033,23.637361;113.665959,23.637153;113.665864,23.636992;113.665747,23.63684;113.665634,23.636727;113.665477,23.63661;113.665312,23.636515;113.665156,23.63645;113.664944,23.636385;113.664549,23.636293;113.66441,23.636263;113.664232,23.636202;113.664067,23.636115;113.663893,23.636011;113.66375,23.635885;113.663637,23.635764;113.663542,23.635625;113.663459,23.635469;113.663394,23.635304;113.663359,23.63513;113.663338,23.634922;113.66332,23.634488;113.66329,23.634262;113.663234,23.634032;113.663142,23.633763;113.662886,23.633173;113.662847,23.633025;113.662839,23.632934;113.662474,23.632352;113.662118,23.631858;113.66191,23.631589;113.661714,23.63135;113.661419,23.63099;113.661124,23.63066;113.659484,23.628997;113.658724,23.628177;113.658155,23.627509;113.657869,23.627131;113.657565,23.626688;113.657287,23.626241;113.65704,23.625816;113.656667,23.6251',\n",
       "       'road': 'G45大广高速入口',\n",
       "       'tmcs': [{'distance': 664,\n",
       "         'polyline': '113.666033,23.637548;113.666046,23.637448;113.666033,23.637361;113.665959,23.637153;113.665864,23.636992;113.665747,23.63684;113.665634,23.636727;113.665477,23.63661;113.665312,23.636515;113.665156,23.63645;113.664944,23.636385;113.664549,23.636293;113.66441,23.636263;113.664232,23.636202;113.664067,23.636115;113.663893,23.636011;113.66375,23.635885;113.663637,23.635764;113.663542,23.635625;113.663459,23.635469;113.663394,23.635304;113.663359,23.63513;113.663338,23.634922;113.66332,23.634488;113.66329,23.634262;113.663234,23.634032;113.663142,23.633763;113.662886,23.633173;113.662847,23.633025;113.662839,23.632934',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 1077,\n",
       "         'polyline': '113.662839,23.632934;113.662474,23.632352;113.662118,23.631858;113.66191,23.631589;113.661714,23.63135;113.661419,23.63099;113.661124,23.63066;113.659484,23.628997;113.658724,23.628177;113.658155,23.627509;113.657869,23.627131;113.657565,23.626688;113.657287,23.626241;113.65704,23.625816;113.656667,23.6251',\n",
       "         'status': '畅通'}],\n",
       "       'toll_distance': 1741,\n",
       "       'toll_road': 'G45大广高速入口',\n",
       "       'tolls': 0},\n",
       "      {'action': '直行',\n",
       "       'assistant_action': '进入隧道',\n",
       "       'cities': [{'adcode': '440117',\n",
       "         'citycode': None,\n",
       "         'districts': [],\n",
       "         'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None}],\n",
       "       'distance': 8576,\n",
       "       'duration': 318,\n",
       "       'instruction': '沿牛步迳隧道途径温泉流溪河特大桥、G45大广高速向西南行驶8.6千米直行进入隧道',\n",
       "       'orientation': '西南',\n",
       "       'polyline': '113.656667,23.6251;113.656471,23.624657;113.65625,23.624128;113.656072,23.623646;113.655859,23.622951;113.655256,23.620833;113.655191,23.620603;113.654931,23.619666;113.654735,23.61898;113.654505,23.618247;113.654327,23.617756;113.65411,23.617218;113.65395,23.616871;113.653663,23.616302;113.653451,23.615911;113.653116,23.615373;113.652635,23.61467;113.652235,23.614162;113.651879,23.613746;113.65145,23.613281;113.650868,23.612717;113.65066,23.612526;113.65036,23.612287;113.649848,23.611866;113.649384,23.611515;113.648976,23.611241;113.648138,23.610738;113.647643,23.610477;113.647044,23.610182;113.64579,23.609618;113.644679,23.609119;113.644227,23.608902;113.643698,23.608624;113.642765,23.608051;113.642578,23.607921;113.642274,23.607717;113.641897,23.607439;113.641445,23.60707;113.640273,23.606033;113.63898,23.604931;113.63849,23.604531;113.638034,23.604193;113.637435,23.60378;113.636949,23.603464;113.636363,23.603121;113.63569,23.602743;113.635048,23.602418;113.634453,23.60214;113.633485,23.601714;113.632682,23.601393;113.630816,23.600686;113.630113,23.60043;113.629258,23.600143;113.62753,23.599579;113.625174,23.59885;113.624475,23.598633;113.622088,23.597899;113.621215,23.597626;113.620603,23.597435;113.608346,23.59362;113.607982,23.593498;113.606762,23.593069;113.605959,23.592756;113.605126,23.592413;113.604297,23.592049;113.60372,23.591775;113.602756,23.591293;113.601957,23.590864;113.601194,23.590434;113.600477,23.59;113.59964,23.589466;113.598872,23.588954;113.598633,23.58878;113.598203,23.588477;113.597092,23.587643;113.596662,23.587322;113.595382,23.586393;113.594839,23.586024;113.594327,23.585707;113.59375,23.585373;113.593168,23.585065;113.59273,23.584844;113.591988,23.58451;113.591411,23.584275;113.589965,23.583819',\n",
       "       'road': '牛步迳隧道',\n",
       "       'tmcs': [{'distance': 494,\n",
       "         'polyline': '113.656667,23.6251;113.656471,23.624657;113.65625,23.624128;113.656072,23.623646;113.655859,23.622951;113.655256,23.620833',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 133,\n",
       "         'polyline': '113.655256,23.620833;113.655191,23.620603;113.654931,23.619666',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 604,\n",
       "         'polyline': '113.654931,23.619666;113.654735,23.61898;113.654505,23.618247;113.654327,23.617756;113.65411,23.617218;113.65395,23.616871;113.653663,23.616302;113.653451,23.615911;113.653116,23.615373;113.652635,23.61467',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 282,\n",
       "         'polyline': '113.652635,23.61467;113.652235,23.614162;113.651879,23.613746;113.65145,23.613281;113.650868,23.612717',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 70,\n",
       "         'polyline': '113.650868,23.612717;113.65066,23.612526;113.65036,23.612287',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 795,\n",
       "         'polyline': '113.65036,23.612287;113.649848,23.611866;113.649384,23.611515;113.648976,23.611241;113.648138,23.610738;113.647643,23.610477;113.647044,23.610182;113.64579,23.609618;113.644679,23.609119;113.644227,23.608902;113.643698,23.608624',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 1672,\n",
       "         'polyline': '113.643698,23.608624;113.642765,23.608051;113.642578,23.607921;113.642274,23.607717;113.641897,23.607439;113.641445,23.60707;113.640273,23.606033;113.63898,23.604931;113.63849,23.604531;113.638034,23.604193;113.637435,23.60378;113.636949,23.603464;113.636363,23.603121;113.63569,23.602743;113.635048,23.602418;113.634453,23.60214;113.633485,23.601714;113.632682,23.601393;113.630816,23.600686;113.630113,23.60043',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 865,\n",
       "         'polyline': '113.630113,23.60043;113.629258,23.600143;113.62753,23.599579;113.625174,23.59885;113.624475,23.598633;113.622088,23.597899',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 1520,\n",
       "         'polyline': '113.622088,23.597899;113.621215,23.597626;113.620603,23.597435;113.608346,23.59362;113.607982,23.593498',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 2141,\n",
       "         'polyline': '113.607982,23.593498;113.606762,23.593069;113.605959,23.592756;113.605126,23.592413;113.604297,23.592049;113.60372,23.591775;113.602756,23.591293;113.601957,23.590864;113.601194,23.590434;113.600477,23.59;113.59964,23.589466;113.598872,23.588954;113.598633,23.58878;113.598203,23.588477;113.597092,23.587643;113.596662,23.587322;113.595382,23.586393;113.594839,23.586024;113.594327,23.585707;113.59375,23.585373;113.593168,23.585065;113.59273,23.584844;113.591988,23.58451;113.591411,23.584275;113.589965,23.583819',\n",
       "         'status': '畅通'}],\n",
       "       'toll_distance': 8576,\n",
       "       'toll_road': '牛步迳隧道',\n",
       "       'tolls': 0},\n",
       "      {'action': '直行',\n",
       "       'assistant_action': '进入隧道',\n",
       "       'cities': [{'adcode': '440117',\n",
       "         'citycode': None,\n",
       "         'districts': [],\n",
       "         'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None}],\n",
       "       'distance': 7814,\n",
       "       'duration': 294,\n",
       "       'instruction': '沿明珠隧道途径G45大广高速向西南行驶7.8千米直行进入隧道',\n",
       "       'orientation': '西南',\n",
       "       'polyline': '113.589965,23.583819;113.589345,23.583633;113.588155,23.583346;113.587431,23.58322;113.586714,23.583112;113.585981,23.583021;113.584974,23.582938;113.583225,23.582826;113.579878,23.582574;113.578507,23.582452;113.577552,23.582326;113.576667,23.582201;113.576658,23.582201;113.575933,23.58207;113.575161,23.58191;113.574184,23.58168;113.573429,23.58148;113.572661,23.581254;113.57184,23.580998;113.570877,23.580655;113.569926,23.580278;113.569136,23.579948;113.568403,23.579614;113.567856,23.579345;113.566793,23.57878;113.566163,23.578429;113.56533,23.577917;113.564813,23.577591;113.56388,23.576949;113.563472,23.576658;113.563316,23.576545;113.562765,23.576111;113.562001,23.575495;113.561398,23.574961;113.560881,23.574492;113.560174,23.573789;113.559661,23.573268;113.559201,23.572756;113.558576,23.572036;113.557682,23.570898;113.55724,23.570286;113.556636,23.569401;113.556311,23.56888;113.555898,23.568177;113.555417,23.5673;113.555109,23.566701;113.554757,23.565955;113.554688,23.565794;113.554631,23.565673;113.554475,23.565308;113.554115,23.564345;113.554067,23.564214;113.553928,23.563798;113.553681,23.562912;113.553394,23.561693;113.553281,23.561202;113.553242,23.561042;113.552656,23.55842;113.552474,23.557717;113.552166,23.556667;113.551793,23.555569;113.551506,23.554766;113.551471,23.554688;113.551176,23.55395;113.550703,23.552882;113.550304,23.552023;113.549974,23.551363;113.549566,23.550612;113.54918,23.549931;113.548698,23.549132;113.545299,23.543698;113.544306,23.542131;113.543641,23.541063;113.542934,23.539826;113.542565,23.539128;113.542196,23.538372;113.541775,23.5374',\n",
       "       'road': '明珠隧道',\n",
       "       'tmcs': [{'distance': 699,\n",
       "         'polyline': '113.589965,23.583819;113.589345,23.583633;113.588155,23.583346;113.587431,23.58322;113.586714,23.583112;113.585981,23.583021;113.584974,23.582938;113.583225,23.582826',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 1289,\n",
       "         'polyline': '113.583225,23.582826;113.579878,23.582574;113.578507,23.582452;113.577552,23.582326;113.576667,23.582201;113.576658,23.582201;113.575933,23.58207;113.575161,23.58191;113.574184,23.58168;113.573429,23.58148;113.572661,23.581254;113.57184,23.580998;113.570877,23.580655',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 2566,\n",
       "         'polyline': '113.570877,23.580655;113.569926,23.580278;113.569136,23.579948;113.568403,23.579614;113.567856,23.579345;113.566793,23.57878;113.566163,23.578429;113.56533,23.577917;113.564813,23.577591;113.56388,23.576949;113.563472,23.576658;113.563316,23.576545;113.562765,23.576111;113.562001,23.575495;113.561398,23.574961;113.560881,23.574492;113.560174,23.573789;113.559661,23.573268;113.559201,23.572756;113.558576,23.572036;113.557682,23.570898;113.55724,23.570286;113.556636,23.569401;113.556311,23.56888;113.555898,23.568177;113.555417,23.5673;113.555109,23.566701;113.554757,23.565955;113.554688,23.565794;113.554631,23.565673;113.554475,23.565308;113.554115,23.564345',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 15,\n",
       "         'polyline': '113.554115,23.564345;113.554067,23.564214',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 287,\n",
       "         'polyline': '113.554067,23.564214;113.553928,23.563798;113.553681,23.562912;113.553394,23.561693',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 55,\n",
       "         'polyline': '113.553394,23.561693;113.553281,23.561202',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 18,\n",
       "         'polyline': '113.553281,23.561202;113.553242,23.561042',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 376,\n",
       "         'polyline': '113.553242,23.561042;113.552656,23.55842;113.552474,23.557717',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 247,\n",
       "         'polyline': '113.552474,23.557717;113.552166,23.556667;113.551793,23.555569',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 2262,\n",
       "         'polyline': '113.551793,23.555569;113.551506,23.554766;113.551471,23.554688;113.551176,23.55395;113.550703,23.552882;113.550304,23.552023;113.549974,23.551363;113.549566,23.550612;113.54918,23.549931;113.548698,23.549132;113.545299,23.543698;113.544306,23.542131;113.543641,23.541063;113.542934,23.539826;113.542565,23.539128;113.542196,23.538372;113.541775,23.5374',\n",
       "         'status': '畅通'}],\n",
       "       'toll_distance': 7814,\n",
       "       'toll_road': '明珠隧道',\n",
       "       'tolls': 0},\n",
       "      {'action': '向右前方行驶',\n",
       "       'assistant_action': '进入匝道',\n",
       "       'cities': [{'adcode': '440117',\n",
       "         'citycode': None,\n",
       "         'districts': [],\n",
       "         'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440114', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440114', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440114', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440114', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440114', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440114', 'citycode': None, 'districts': [], 'name': None}],\n",
       "       'distance': 15626,\n",
       "       'duration': 640,\n",
       "       'instruction': '沿耙齿影隧道途径G45大广高速、牛心岭大桥向西南行驶15.6千米向右前方行驶进入匝道',\n",
       "       'orientation': '西南',\n",
       "       'polyline': '113.541775,23.5374;113.541359,23.536285;113.540395,23.532969;113.540312,23.532713;113.539848,23.53122;113.53888,23.528242;113.538637,23.527431;113.538325,23.526454;113.538151,23.52599;113.537856,23.525278;113.537587,23.524666;113.537348,23.52418;113.53707,23.523659;113.536723,23.523082;113.53622,23.5223;113.535872,23.521801;113.535812,23.521727;113.535616,23.521463;113.535069,23.520786;113.534614,23.520278;113.534197,23.519839;113.533663,23.519323;113.533238,23.518928;113.532782,23.518542;113.532713,23.518481;113.53224,23.518103;113.531554,23.5176;113.531046,23.517257;113.530295,23.516793;113.529692,23.516437;113.528477,23.51576;113.527548,23.515252;113.52635,23.514588;113.525299,23.51398;113.51941,23.510742;113.518316,23.510135;113.516563,23.509067;113.51513,23.508099;113.514227,23.507431;113.513655,23.507005;113.512882,23.506372;113.511884,23.50553;113.511319,23.505026;113.510742,23.504484;113.510699,23.50444;113.510117,23.503863;113.509258,23.502973;113.507539,23.501107;113.506871,23.500382;113.506276,23.499753;113.505334,23.498763;113.503872,23.497413;113.50355,23.497148;113.50224,23.496068;113.501133,23.49523;113.500347,23.494674;113.49306,23.489705;113.492209,23.489115;113.491727,23.488767;113.491523,23.488624;113.490747,23.488003;113.489805,23.487153;113.489319,23.486654;113.488767,23.486033;113.487899,23.485048;113.486944,23.484032;113.485508,23.482813;113.484991,23.482418;113.484297,23.481975;113.483668,23.481597;113.4824,23.480872;113.481832,23.480516;113.48135,23.480191;113.480703,23.479635;113.480443,23.479384;113.479918,23.478785;113.479696,23.478511;113.47924,23.477808;113.479223,23.477782;113.479006,23.477348;113.478841,23.476975;113.478655,23.476454;113.478494,23.47592;113.478394,23.47546;113.478351,23.475165;113.478273,23.47444;113.478242,23.473928;113.478181,23.472361;113.478103,23.470043;113.478034,23.469188;113.477908,23.468403;113.47783,23.468043;113.477635,23.467365;113.477422,23.466797;113.477348,23.466602;113.477066,23.465994;113.476884,23.465647;113.476385,23.464852;113.476189,23.464596;113.47592,23.464245;113.475165,23.463416;113.473168,23.461593;113.472418,23.460872;113.471554,23.459939;113.470321,23.458533;113.469679,23.457869;113.469154,23.457365;113.468641,23.456936;113.468073,23.45651;113.467461,23.456098;113.467018,23.455807;113.466797,23.455664;113.464314,23.454049;113.463116,23.45326;113.461493,23.452209;113.459262,23.450751;113.458863,23.450486;113.457539,23.449622;113.456623,23.449028;113.456024,23.448646;113.455651,23.448411;113.455278,23.44819;113.455035,23.448043;113.454219,23.447548;113.45378,23.447309;113.452865,23.446845;113.451458,23.446224;113.450846,23.445981;113.449974,23.445668;113.448798,23.445308;113.448372,23.4452;113.447951,23.445087;113.446962,23.44487;113.446662,23.444822;113.445256,23.444609;113.444822,23.444549;113.444319,23.444484;113.443368,23.444397;113.442383,23.444353;113.441441,23.444345;113.440747,23.444362;113.4398,23.444414;113.438164,23.444544',\n",
       "       'road': '耙齿影隧道',\n",
       "       'tmcs': [{'distance': 510,\n",
       "         'polyline': '113.541775,23.5374;113.541359,23.536285;113.540395,23.532969',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 1261,\n",
       "         'polyline': '113.540395,23.532969;113.540312,23.532713;113.539848,23.53122;113.53888,23.528242;113.538637,23.527431;113.538325,23.526454;113.538151,23.52599;113.537856,23.525278;113.537587,23.524666;113.537348,23.52418;113.53707,23.523659;113.536723,23.523082;113.53622,23.5223',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 619,\n",
       "         'polyline': '113.53622,23.5223;113.535872,23.521801;113.535812,23.521727;113.535616,23.521463;113.535069,23.520786;113.534614,23.520278;113.534197,23.519839;113.533663,23.519323;113.533238,23.518928;113.532782,23.518542;113.532713,23.518481;113.53224,23.518103',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 464,\n",
       "         'polyline': '113.53224,23.518103;113.531554,23.5176;113.531046,23.517257;113.530295,23.516793;113.529692,23.516437;113.528477,23.51576',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 110,\n",
       "         'polyline': '113.528477,23.51576;113.527548,23.515252',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 142,\n",
       "         'polyline': '113.527548,23.515252;113.52635,23.514588',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 1471,\n",
       "         'polyline': '113.52635,23.514588;113.525299,23.51398;113.51941,23.510742;113.518316,23.510135;113.516563,23.509067;113.51513,23.508099;113.514227,23.507431',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 318,\n",
       "         'polyline': '113.514227,23.507431;113.513655,23.507005;113.512882,23.506372;113.511884,23.50553',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 661,\n",
       "         'polyline': '113.511884,23.50553;113.511319,23.505026;113.510742,23.504484;113.510699,23.50444;113.510117,23.503863;113.509258,23.502973;113.507539,23.501107',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 343,\n",
       "         'polyline': '113.507539,23.501107;113.506871,23.500382;113.506276,23.499753;113.505334,23.498763',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 210,\n",
       "         'polyline': '113.505334,23.498763;113.503872,23.497413',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 44,\n",
       "         'polyline': '113.503872,23.497413;113.50355,23.497148',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 4566,\n",
       "         'polyline': '113.50355,23.497148;113.50224,23.496068;113.501133,23.49523;113.500347,23.494674;113.49306,23.489705;113.492209,23.489115;113.491727,23.488767;113.491523,23.488624;113.490747,23.488003;113.489805,23.487153;113.489319,23.486654;113.488767,23.486033;113.487899,23.485048;113.486944,23.484032;113.485508,23.482813;113.484991,23.482418;113.484297,23.481975;113.483668,23.481597;113.4824,23.480872;113.481832,23.480516;113.48135,23.480191;113.480703,23.479635;113.480443,23.479384;113.479918,23.478785;113.479696,23.478511;113.47924,23.477808;113.479223,23.477782;113.479006,23.477348;113.478841,23.476975;113.478655,23.476454;113.478494,23.47592;113.478394,23.47546;113.478351,23.475165;113.478273,23.47444;113.478242,23.473928;113.478181,23.472361;113.478103,23.470043;113.478034,23.469188;113.477908,23.468403;113.47783,23.468043;113.477635,23.467365;113.477422,23.466797;113.477348,23.466602',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 1945,\n",
       "         'polyline': '113.477348,23.466602;113.477066,23.465994;113.476884,23.465647;113.476385,23.464852;113.476189,23.464596;113.47592,23.464245;113.475165,23.463416;113.473168,23.461593;113.472418,23.460872;113.471554,23.459939;113.470321,23.458533;113.469679,23.457869;113.469154,23.457365;113.468641,23.456936;113.468073,23.45651;113.467461,23.456098;113.467018,23.455807;113.466797,23.455664;113.464314,23.454049',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 353,\n",
       "         'polyline': '113.464314,23.454049;113.463116,23.45326;113.461493,23.452209',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 279,\n",
       "         'polyline': '113.461493,23.452209;113.459262,23.450751',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 330,\n",
       "         'polyline': '113.459262,23.450751;113.458863,23.450486;113.457539,23.449622;113.456623,23.449028',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 74,\n",
       "         'polyline': '113.456623,23.449028;113.456024,23.448646',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 91,\n",
       "         'polyline': '113.456024,23.448646;113.455651,23.448411;113.455278,23.44819',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 516,\n",
       "         'polyline': '113.455278,23.44819;113.455035,23.448043;113.454219,23.447548;113.45378,23.447309;113.452865,23.446845;113.451458,23.446224;113.450846,23.445981',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 222,\n",
       "         'polyline': '113.450846,23.445981;113.449974,23.445668;113.448798,23.445308',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 467,\n",
       "         'polyline': '113.448798,23.445308;113.448372,23.4452;113.447951,23.445087;113.446962,23.44487;113.446662,23.444822;113.445256,23.444609;113.444822,23.444549;113.444319,23.444484',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 294,\n",
       "         'polyline': '113.444319,23.444484;113.443368,23.444397;113.442383,23.444353;113.441441,23.444345',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 336,\n",
       "         'polyline': '113.441441,23.444345;113.440747,23.444362;113.4398,23.444414;113.438164,23.444544',\n",
       "         'status': '畅通'}],\n",
       "       'toll_distance': 15626,\n",
       "       'toll_road': '耙齿影隧道',\n",
       "       'tolls': 0},\n",
       "      {'action': '靠左',\n",
       "       'assistant_action': '',\n",
       "       'cities': [{'adcode': '440114',\n",
       "         'citycode': None,\n",
       "         'districts': [],\n",
       "         'name': None}],\n",
       "       'distance': 485,\n",
       "       'duration': 22,\n",
       "       'instruction': '沿G45大广高速出口向西行驶485米靠左',\n",
       "       'orientation': '西',\n",
       "       'polyline': '113.438164,23.444544;113.438056,23.444631;113.437925,23.444666;113.437339,23.444748;113.436892,23.444822;113.435911,23.444987;113.434766,23.4452;113.433542,23.445443',\n",
       "       'road': 'G45大广高速出口',\n",
       "       'tmcs': [{'distance': 485,\n",
       "         'polyline': '113.438164,23.444544;113.438056,23.444631;113.437925,23.444666;113.437339,23.444748;113.436892,23.444822;113.435911,23.444987;113.434766,23.4452;113.433542,23.445443',\n",
       "         'status': '畅通'}],\n",
       "       'toll_distance': 485,\n",
       "       'toll_road': 'G45大广高速出口',\n",
       "       'tolls': 0},\n",
       "      {'action': '向右前方行驶',\n",
       "       'assistant_action': '',\n",
       "       'cities': [{'adcode': '440114',\n",
       "         'citycode': None,\n",
       "         'districts': [],\n",
       "         'name': None},\n",
       "        {'adcode': '440114', 'citycode': None, 'districts': [], 'name': None}],\n",
       "       'distance': 535,\n",
       "       'duration': 35,\n",
       "       'instruction': '沿机场北立交向西行驶535米向右前方行驶',\n",
       "       'orientation': '西',\n",
       "       'polyline': '113.433542,23.445443;113.431901,23.445846;113.431024,23.446098;113.429618,23.446506;113.42852,23.446866',\n",
       "       'road': '机场北立交',\n",
       "       'tmcs': [{'distance': 417,\n",
       "         'polyline': '113.433542,23.445443;113.431901,23.445846;113.431024,23.446098;113.429618,23.446506',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 118,\n",
       "         'polyline': '113.429618,23.446506;113.42852,23.446866',\n",
       "         'status': '畅通'}],\n",
       "       'toll_distance': 535,\n",
       "       'toll_road': '机场北立交',\n",
       "       'tolls': 0},\n",
       "      {'action': '向右前方行驶',\n",
       "       'assistant_action': '进入匝道',\n",
       "       'cities': [{'adcode': '440114',\n",
       "         'citycode': None,\n",
       "         'districts': [],\n",
       "         'name': None},\n",
       "        {'adcode': '440114', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440114', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440114', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440114', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440114', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440114', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440114', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440114', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440114', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440114', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None}],\n",
       "       'distance': 6759,\n",
       "       'duration': 292,\n",
       "       'instruction': '沿机场北立交途径G4京港澳高速向南行驶6.8千米向右前方行驶进入匝道',\n",
       "       'orientation': '南',\n",
       "       'polyline': '113.42852,23.446866;113.428181,23.447053;113.42809,23.447118;113.428008,23.447201;113.427951,23.447296;113.427904,23.447396;113.427878,23.4475;113.427865,23.447604;113.427899,23.447826;113.427938,23.44793;113.42799,23.448008;113.428064,23.44809;113.428151,23.448164;113.428273,23.448234;113.428381,23.448277;113.428498,23.448299;113.428611,23.448307;113.428763,23.448294;113.42888,23.44826;113.429002,23.448203;113.42918,23.448064;113.429249,23.447977;113.429297,23.447878;113.429336,23.447773;113.429349,23.447665;113.429345,23.447556;113.429323,23.447444;113.429227,23.44717;113.429201,23.447036;113.429188,23.446875;113.429028,23.44648;113.428845,23.445977;113.428676,23.445434;113.428568,23.445035;113.428516,23.444822;113.428416,23.444414;113.428268,23.443615;113.428247,23.443429;113.428199,23.442704;113.428177,23.441359;113.428229,23.440516;113.428273,23.440187;113.428346,23.43967;113.428832,23.437122;113.428906,23.436519;113.428954,23.435972;113.42898,23.435356;113.428976,23.434909;113.428937,23.434141;113.428906,23.433837;113.428841,23.433303;113.42872,23.432635;113.428659,23.432344;113.428537,23.431862;113.428316,23.431141;113.428194,23.430794;113.427865,23.429961;113.427391,23.428963;113.426931,23.427995;113.426658,23.427405;113.426285,23.42661;113.425399,23.424718;113.424635,23.42309;113.424527,23.422852;113.424115,23.421901;113.423815,23.421141;113.423433,23.420035;113.423207,23.419288;113.422852,23.417943;113.422778,23.417656;113.422604,23.416775;113.422457,23.415968;113.422266,23.414557;113.42224,23.414184;113.422148,23.413199;113.422114,23.412639;113.422088,23.411862;113.422088,23.411788;113.422105,23.410512;113.422131,23.409718;113.422174,23.409058;113.42224,23.408333;113.422352,23.407439;113.422852,23.404284;113.422951,23.403646;113.423086,23.402543;113.423134,23.401719;113.423173,23.400985;113.423173,23.400877;113.423164,23.400521;113.423142,23.399657;113.423125,23.399262;113.423021,23.398012;113.422925,23.397292;113.422852,23.396879;113.422843,23.396853;113.422717,23.396163;113.422556,23.395247;113.422413,23.39451;113.421793,23.391124',\n",
       "       'road': '机场北立交',\n",
       "       'tmcs': [{'distance': 437,\n",
       "         'polyline': '113.42852,23.446866;113.428181,23.447053;113.42809,23.447118;113.428008,23.447201;113.427951,23.447296;113.427904,23.447396;113.427878,23.4475;113.427865,23.447604;113.427899,23.447826;113.427938,23.44793;113.42799,23.448008;113.428064,23.44809;113.428151,23.448164;113.428273,23.448234;113.428381,23.448277;113.428498,23.448299;113.428611,23.448307;113.428763,23.448294;113.42888,23.44826;113.429002,23.448203;113.42918,23.448064;113.429249,23.447977;113.429297,23.447878;113.429336,23.447773;113.429349,23.447665;113.429345,23.447556;113.429323,23.447444;113.429227,23.44717;113.429201,23.447036;113.429188,23.446875',\n",
       "         'status': '缓行'},\n",
       "        {'distance': 374,\n",
       "         'polyline': '113.429188,23.446875;113.429028,23.44648;113.428845,23.445977;113.428676,23.445434;113.428568,23.445035;113.428516,23.444822;113.428416,23.444414;113.428268,23.443615',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 20,\n",
       "         'polyline': '113.428268,23.443615;113.428247,23.443429',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 771,\n",
       "         'polyline': '113.428247,23.443429;113.428199,23.442704;113.428177,23.441359;113.428229,23.440516;113.428273,23.440187;113.428346,23.43967;113.428832,23.437122;113.428906,23.436519',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 356,\n",
       "         'polyline': '113.428906,23.436519;113.428954,23.435972;113.42898,23.435356;113.428976,23.434909;113.428937,23.434141;113.428906,23.433837;113.428841,23.433303',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 107,\n",
       "         'polyline': '113.428841,23.433303;113.42872,23.432635;113.428659,23.432344',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 276,\n",
       "         'polyline': '113.428659,23.432344;113.428537,23.431862;113.428316,23.431141;113.428194,23.430794;113.427865,23.429961',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 237,\n",
       "         'polyline': '113.427865,23.429961;113.427391,23.428963;113.426931,23.427995',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 167,\n",
       "         'polyline': '113.426931,23.427995;113.426658,23.427405;113.426285,23.42661',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 1445,\n",
       "         'polyline': '113.426285,23.42661;113.425399,23.424718;113.424635,23.42309;113.424527,23.422852;113.424115,23.421901;113.423815,23.421141;113.423433,23.420035;113.423207,23.419288;113.422852,23.417943;113.422778,23.417656;113.422604,23.416775;113.422457,23.415968;113.422266,23.414557;113.42224,23.414184',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 1468,\n",
       "         'polyline': '113.42224,23.414184;113.422148,23.413199;113.422114,23.412639;113.422088,23.411862;113.422088,23.411788;113.422105,23.410512;113.422131,23.409718;113.422174,23.409058;113.42224,23.408333;113.422352,23.407439;113.422852,23.404284;113.422951,23.403646;113.423086,23.402543;113.423134,23.401719;113.423173,23.400985',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 191,\n",
       "         'polyline': '113.423173,23.400985;113.423173,23.400877;113.423164,23.400521;113.423142,23.399657;113.423125,23.399262',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 268,\n",
       "         'polyline': '113.423125,23.399262;113.423021,23.398012;113.422925,23.397292;113.422852,23.396879;113.422843,23.396853',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 179,\n",
       "         'polyline': '113.422843,23.396853;113.422717,23.396163;113.422556,23.395247',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 463,\n",
       "         'polyline': '113.422556,23.395247;113.422413,23.39451;113.421793,23.391124',\n",
       "         'status': '畅通'}],\n",
       "       'toll_distance': 6759,\n",
       "       'toll_road': '机场北立交',\n",
       "       'tolls': 0},\n",
       "      {'action': '减速行驶',\n",
       "       'assistant_action': '到达收费站',\n",
       "       'cities': [{'adcode': '440111',\n",
       "         'citycode': None,\n",
       "         'districts': [],\n",
       "         'name': None}],\n",
       "       'distance': 707,\n",
       "       'duration': 53,\n",
       "       'instruction': '沿G4京港澳高速出口向西南行驶707米减速行驶到达收费站',\n",
       "       'orientation': '西南',\n",
       "       'polyline': '113.421793,23.391124;113.421727,23.391055;113.421693,23.390985;113.421615,23.390803;113.421398,23.389891;113.421385,23.389835;113.421298,23.389622;113.421228,23.389479;113.421111,23.38928;113.421024,23.389149;113.420937,23.389036;113.420829,23.388911;113.420703,23.388785;113.420534,23.388637;113.42026,23.388455;113.419744,23.388168;113.419579,23.388069;113.419431,23.38796;113.41931,23.387843;113.419219,23.387713;113.419158,23.3876;113.419123,23.3875;113.41908,23.387322;113.419062,23.387148;113.419028,23.386563;113.419015,23.386424;113.41895,23.38612;113.418932,23.386016;113.418928,23.385699',\n",
       "       'road': 'G4京港澳高速出口',\n",
       "       'tmcs': [{'distance': 707,\n",
       "         'polyline': '113.421793,23.391124;113.421727,23.391055;113.421693,23.390985;113.421615,23.390803;113.421398,23.389891;113.421385,23.389835;113.421298,23.389622;113.421228,23.389479;113.421111,23.38928;113.421024,23.389149;113.420937,23.389036;113.420829,23.388911;113.420703,23.388785;113.420534,23.388637;113.42026,23.388455;113.419744,23.388168;113.419579,23.388069;113.419431,23.38796;113.41931,23.387843;113.419219,23.387713;113.419158,23.3876;113.419123,23.3875;113.41908,23.387322;113.419062,23.387148;113.419028,23.386563;113.419015,23.386424;113.41895,23.38612;113.418932,23.386016;113.418928,23.385699',\n",
       "         'status': '畅通'}],\n",
       "       'toll_distance': 707,\n",
       "       'toll_road': 'G4京港澳高速出口',\n",
       "       'tolls': 0},\n",
       "      {'action': '向右前方行驶',\n",
       "       'assistant_action': '进入辅路',\n",
       "       'cities': [{'adcode': '440111',\n",
       "         'citycode': None,\n",
       "         'districts': [],\n",
       "         'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None}],\n",
       "       'distance': 654,\n",
       "       'duration': 61,\n",
       "       'instruction': '沿G4京港澳高速出口途径广从公路向西南行驶654米向右前方行驶进入辅路',\n",
       "       'orientation': '西南',\n",
       "       'polyline': '113.418928,23.385699;113.418932,23.385547;113.419002,23.385299;113.419019,23.385187;113.419023,23.385104;113.419028,23.384918;113.418993,23.384253;113.418954,23.384028;113.418845,23.383668;113.418776,23.383468;113.418715,23.383312;113.418681,23.38326;113.418628,23.383186;113.418494,23.38306;113.418108,23.38296;113.417964,23.382917;113.416979,23.382648;113.416458,23.382513;113.415968,23.382378;113.4152,23.38217',\n",
       "       'road': 'G4京港澳高速出口',\n",
       "       'tmcs': [{'distance': 46,\n",
       "         'polyline': '113.418928,23.385699;113.418932,23.385547;113.419002,23.385299',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 259,\n",
       "         'polyline': '113.419002,23.385299;113.419019,23.385187;113.419023,23.385104;113.419028,23.384918;113.418993,23.384253;113.418954,23.384028;113.418845,23.383668;113.418776,23.383468;113.418715,23.383312;113.418681,23.38326;113.418628,23.383186;113.418494,23.38306',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 41,\n",
       "         'polyline': '113.418494,23.38306;113.418108,23.38296',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 16,\n",
       "         'polyline': '113.418108,23.38296;113.417964,23.382917',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 104,\n",
       "         'polyline': '113.417964,23.382917;113.416979,23.382648',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 55,\n",
       "         'polyline': '113.416979,23.382648;113.416458,23.382513',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 52,\n",
       "         'polyline': '113.416458,23.382513;113.415968,23.382378',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 81,\n",
       "         'polyline': '113.415968,23.382378;113.4152,23.38217',\n",
       "         'status': '畅通'}],\n",
       "       'toll_distance': 0,\n",
       "       'toll_road': '',\n",
       "       'tolls': 0},\n",
       "      {'action': '右转',\n",
       "       'assistant_action': '',\n",
       "       'cities': [{'adcode': '440111',\n",
       "         'citycode': None,\n",
       "         'districts': [],\n",
       "         'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None}],\n",
       "       'distance': 513,\n",
       "       'duration': 111,\n",
       "       'instruction': '沿广从公路辅路向西行驶513米右转',\n",
       "       'orientation': '西',\n",
       "       'polyline': '113.4152,23.38217;113.415026,23.382174;113.414909,23.382153;113.414792,23.382127;113.411359,23.381233;113.410994,23.381141;113.410343,23.380959',\n",
       "       'road': '广从公路辅路',\n",
       "       'tmcs': [{'distance': 30,\n",
       "         'polyline': '113.4152,23.38217;113.415026,23.382174;113.414909,23.382153',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 12,\n",
       "         'polyline': '113.414909,23.382153;113.414792,23.382127',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 364,\n",
       "         'polyline': '113.414792,23.382127;113.411359,23.381233',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 38,\n",
       "         'polyline': '113.411359,23.381233;113.410994,23.381141',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 69,\n",
       "         'polyline': '113.410994,23.381141;113.410343,23.380959',\n",
       "         'status': '畅通'}],\n",
       "       'toll_distance': 0,\n",
       "       'toll_road': '',\n",
       "       'tolls': 0},\n",
       "      {'action': '向左前方行驶',\n",
       "       'assistant_action': '',\n",
       "       'cities': [{'adcode': '440111',\n",
       "         'citycode': None,\n",
       "         'districts': [],\n",
       "         'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None}],\n",
       "       'distance': 197,\n",
       "       'duration': 49,\n",
       "       'instruction': '沿福龙路向北行驶197米向左前方行驶',\n",
       "       'orientation': '北',\n",
       "       'polyline': '113.410343,23.380959;113.410265,23.381211;113.41013,23.381623;113.410022,23.381944;113.409909,23.382257;113.409813,23.382526;113.409735,23.382648',\n",
       "       'road': '福龙路',\n",
       "       'tmcs': [{'distance': 29,\n",
       "         'polyline': '113.410343,23.380959;113.410265,23.381211',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 48,\n",
       "         'polyline': '113.410265,23.381211;113.41013,23.381623',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 37,\n",
       "         'polyline': '113.41013,23.381623;113.410022,23.381944',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 36,\n",
       "         'polyline': '113.410022,23.381944;113.409909,23.382257',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 47,\n",
       "         'polyline': '113.409909,23.382257;113.409813,23.382526;113.409735,23.382648',\n",
       "         'status': '畅通'}],\n",
       "       'toll_distance': 0,\n",
       "       'toll_road': '',\n",
       "       'tolls': 0},\n",
       "      {'action': '靠右',\n",
       "       'assistant_action': '',\n",
       "       'cities': [{'adcode': '440111',\n",
       "         'citycode': None,\n",
       "         'districts': [],\n",
       "         'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None}],\n",
       "       'distance': 898,\n",
       "       'duration': 240,\n",
       "       'instruction': '沿福龙路向西北行驶898米靠右',\n",
       "       'orientation': '西北',\n",
       "       'polyline': '113.409735,23.382648;113.40967,23.382713;113.40957,23.38276;113.408247,23.383364;113.407908,23.383507;113.407656,23.38362;113.407326,23.383772;113.40678,23.384015;113.406615,23.384093;113.406289,23.38424;113.40556,23.384579;113.405295,23.38464;113.405104,23.384757;113.4049,23.384857;113.404766,23.384909;113.404531,23.385013;113.403294,23.385569;113.402925,23.385738;113.402135,23.386107;113.402023,23.386137;113.401766,23.38615',\n",
       "       'road': '福龙路',\n",
       "       'tmcs': [{'distance': 21,\n",
       "         'polyline': '113.409735,23.382648;113.40967,23.382713;113.40957,23.38276',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 150,\n",
       "         'polyline': '113.40957,23.38276;113.408247,23.383364',\n",
       "         'status': '缓行'},\n",
       "        {'distance': 37,\n",
       "         'polyline': '113.408247,23.383364;113.407908,23.383507',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 28,\n",
       "         'polyline': '113.407908,23.383507;113.407656,23.38362',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 38,\n",
       "         'polyline': '113.407656,23.38362;113.407326,23.383772',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 62,\n",
       "         'polyline': '113.407326,23.383772;113.40678,23.384015',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 18,\n",
       "         'polyline': '113.40678,23.384015;113.406615,23.384093',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 37,\n",
       "         'polyline': '113.406615,23.384093;113.406289,23.38424',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 83,\n",
       "         'polyline': '113.406289,23.38424;113.40556,23.384579',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 74,\n",
       "         'polyline': '113.40556,23.384579;113.405295,23.38464;113.405104,23.384757;113.4049,23.384857',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 14,\n",
       "         'polyline': '113.4049,23.384857;113.404766,23.384909',\n",
       "         'status': '缓行'},\n",
       "        {'distance': 27,\n",
       "         'polyline': '113.404766,23.384909;113.404531,23.385013',\n",
       "         'status': '缓行'},\n",
       "        {'distance': 139,\n",
       "         'polyline': '113.404531,23.385013;113.403294,23.385569',\n",
       "         'status': '缓行'},\n",
       "        {'distance': 42,\n",
       "         'polyline': '113.403294,23.385569;113.402925,23.385738',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 102,\n",
       "         'polyline': '113.402925,23.385738;113.402135,23.386107;113.402023,23.386137',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 26,\n",
       "         'polyline': '113.402023,23.386137;113.401766,23.38615',\n",
       "         'status': '畅通'}],\n",
       "       'toll_distance': 0,\n",
       "       'toll_road': '',\n",
       "       'tolls': 0},\n",
       "      {'action': '向左前方行驶',\n",
       "       'assistant_action': '',\n",
       "       'cities': [{'adcode': '440111',\n",
       "         'citycode': None,\n",
       "         'districts': [],\n",
       "         'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None}],\n",
       "       'distance': 1069,\n",
       "       'duration': 113,\n",
       "       'instruction': '沿钟车路向西北行驶1.1千米向左前方行驶',\n",
       "       'orientation': '西北',\n",
       "       'polyline': '113.401766,23.38615;113.401415,23.386211;113.401141,23.386233;113.400877,23.386263;113.40079,23.386276;113.400299,23.386389;113.399735,23.386563;113.399258,23.38674;113.398112,23.387326;113.397652,23.387561;113.396753,23.388121;113.396111,23.388511;113.395534,23.388859;113.39513,23.389128;113.394692,23.389444;113.394449,23.389622;113.39408,23.389891;113.392878,23.390764;113.392752,23.390855;113.392695,23.390911',\n",
       "       'road': '钟车路',\n",
       "       'tmcs': [{'distance': 64,\n",
       "         'polyline': '113.401766,23.38615;113.401415,23.386211;113.401141,23.386233',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 149,\n",
       "         'polyline': '113.401141,23.386233;113.400877,23.386263;113.40079,23.386276;113.400299,23.386389;113.399735,23.386563',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 186,\n",
       "         'polyline': '113.399735,23.386563;113.399258,23.38674;113.398112,23.387326',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 53,\n",
       "         'polyline': '113.398112,23.387326;113.397652,23.387561',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 110,\n",
       "         'polyline': '113.397652,23.387561;113.396753,23.388121',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 78,\n",
       "         'polyline': '113.396753,23.388121;113.396111,23.388511',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 178,\n",
       "         'polyline': '113.396111,23.388511;113.395534,23.388859;113.39513,23.389128;113.394692,23.389444',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 31,\n",
       "         'polyline': '113.394692,23.389444;113.394449,23.389622',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 204,\n",
       "         'polyline': '113.394449,23.389622;113.39408,23.389891;113.392878,23.390764',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 16,\n",
       "         'polyline': '113.392878,23.390764;113.392752,23.390855;113.392695,23.390911',\n",
       "         'status': '畅通'}],\n",
       "       'toll_distance': 0,\n",
       "       'toll_road': '',\n",
       "       'tolls': 0},\n",
       "      {'action': '右转',\n",
       "       'assistant_action': '',\n",
       "       'cities': [{'adcode': '440111',\n",
       "         'citycode': None,\n",
       "         'districts': [],\n",
       "         'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None}],\n",
       "       'distance': 845,\n",
       "       'duration': 100,\n",
       "       'instruction': '沿龙岗双龙路向西行驶845米右转',\n",
       "       'orientation': '西',\n",
       "       'polyline': '113.392695,23.390911;113.392088,23.390898;113.391944,23.390868;113.391007,23.390846;113.390938,23.390872;113.390122,23.390903;113.389531,23.390937;113.387669,23.391098;113.387378,23.391124;113.387153,23.391146;113.38638,23.391259;113.386215,23.391298;113.385764,23.39145;113.385556,23.391541;113.385378,23.391641;113.384913,23.391936;113.384479,23.392305',\n",
       "       'road': '龙岗双龙路',\n",
       "       'tmcs': [{'distance': 77,\n",
       "         'polyline': '113.392695,23.390911;113.392088,23.390898;113.391944,23.390868',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 96,\n",
       "         'polyline': '113.391944,23.390868;113.391007,23.390846;113.390938,23.390872',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 83,\n",
       "         'polyline': '113.390938,23.390872;113.390122,23.390903',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 60,\n",
       "         'polyline': '113.390122,23.390903;113.389531,23.390937',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 190,\n",
       "         'polyline': '113.389531,23.390937;113.387669,23.391098',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 30,\n",
       "         'polyline': '113.387669,23.391098;113.387378,23.391124;113.387153,23.391146',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 80,\n",
       "         'polyline': '113.387153,23.391146;113.38638,23.391259',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 229,\n",
       "         'polyline': '113.38638,23.391259;113.386215,23.391298;113.385764,23.39145;113.385556,23.391541;113.385378,23.391641;113.384913,23.391936;113.384479,23.392305',\n",
       "         'status': '畅通'}],\n",
       "       'toll_distance': 0,\n",
       "       'toll_road': '',\n",
       "       'tolls': 0},\n",
       "      {'action': '左转',\n",
       "       'assistant_action': '',\n",
       "       'cities': [{'adcode': '440111',\n",
       "         'citycode': None,\n",
       "         'districts': [],\n",
       "         'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None}],\n",
       "       'distance': 18,\n",
       "       'duration': 11,\n",
       "       'instruction': '向东北行驶18米左转',\n",
       "       'orientation': '东北',\n",
       "       'polyline': '113.384479,23.392305;113.384579,23.392352;113.384644,23.392383',\n",
       "       'road': None,\n",
       "       'tmcs': [{'distance': 11,\n",
       "         'polyline': '113.384479,23.392305;113.384579,23.392352',\n",
       "         'status': '未知'},\n",
       "        {'distance': 7,\n",
       "         'polyline': '113.384579,23.392352;113.384644,23.392383',\n",
       "         'status': '未知'}],\n",
       "       'toll_distance': 0,\n",
       "       'toll_road': '',\n",
       "       'tolls': 0},\n",
       "      {'action': '',\n",
       "       'assistant_action': '到达目的地',\n",
       "       'cities': [{'adcode': '440111',\n",
       "         'citycode': None,\n",
       "         'districts': [],\n",
       "         'name': None}],\n",
       "       'distance': 7,\n",
       "       'duration': 3,\n",
       "       'instruction': '向西北行驶7米到达目的地',\n",
       "       'orientation': '西北',\n",
       "       'polyline': '113.384644,23.392383;113.384601,23.392431',\n",
       "       'road': None,\n",
       "       'tmcs': [{'distance': 7,\n",
       "         'polyline': '113.384644,23.392383;113.384601,23.392431',\n",
       "         'status': '未知'}],\n",
       "       'toll_distance': 0,\n",
       "       'toll_road': '',\n",
       "       'tolls': 0}],\n",
       "     'strategy': '避免拥堵',\n",
       "     'toll_distance': 42292,\n",
       "     'tolls': 50,\n",
       "     'traffic_lights': 4},\n",
       "    {'distance': 53138,\n",
       "     'duration': 3910,\n",
       "     'restriction': 0,\n",
       "     'steps': [{'action': '向左前方行驶',\n",
       "       'assistant_action': '',\n",
       "       'cities': [{'adcode': '440117',\n",
       "         'citycode': None,\n",
       "         'districts': [],\n",
       "         'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None}],\n",
       "       'distance': 122,\n",
       "       'duration': 31,\n",
       "       'instruction': '向北行驶122米向左前方行驶',\n",
       "       'orientation': '北',\n",
       "       'polyline': '113.679596,23.632574;113.679596,23.632856;113.679592,23.633173;113.679596,23.633251;113.679627,23.63365;113.679648,23.633689',\n",
       "       'road': None,\n",
       "       'tmcs': [{'distance': 31,\n",
       "         'polyline': '113.679596,23.632574;113.679596,23.632856',\n",
       "         'status': '未知'},\n",
       "        {'distance': 34,\n",
       "         'polyline': '113.679596,23.632856;113.679592,23.633173',\n",
       "         'status': '未知'},\n",
       "        {'distance': 9,\n",
       "         'polyline': '113.679592,23.633173;113.679596,23.633251',\n",
       "         'status': '未知'},\n",
       "        {'distance': 48,\n",
       "         'polyline': '113.679596,23.633251;113.679627,23.63365;113.679648,23.633689',\n",
       "         'status': '未知'}],\n",
       "       'toll_distance': 0,\n",
       "       'toll_road': '',\n",
       "       'tolls': 0},\n",
       "      {'action': '向左前方行驶',\n",
       "       'assistant_action': '',\n",
       "       'cities': [{'adcode': '440117',\n",
       "         'citycode': None,\n",
       "         'districts': [],\n",
       "         'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None}],\n",
       "       'distance': 79,\n",
       "       'duration': 21,\n",
       "       'instruction': '沿博学路向北行驶79米向左前方行驶',\n",
       "       'orientation': '北',\n",
       "       'polyline': '113.679648,23.633689;113.679549,23.633967;113.679375,23.634358',\n",
       "       'road': '博学路',\n",
       "       'tmcs': [{'distance': 32,\n",
       "         'polyline': '113.679648,23.633689;113.679549,23.633967',\n",
       "         'status': '未知'},\n",
       "        {'distance': 47,\n",
       "         'polyline': '113.679549,23.633967;113.679375,23.634358',\n",
       "         'status': '未知'}],\n",
       "       'toll_distance': 0,\n",
       "       'toll_road': '',\n",
       "       'tolls': 0},\n",
       "      {'action': '左转',\n",
       "       'assistant_action': '',\n",
       "       'cities': [{'adcode': '440117',\n",
       "         'citycode': None,\n",
       "         'districts': [],\n",
       "         'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None}],\n",
       "       'distance': 118,\n",
       "       'duration': 29,\n",
       "       'instruction': '沿博学路向西北行驶118米左转',\n",
       "       'orientation': '西北',\n",
       "       'polyline': '113.679375,23.634358;113.679249,23.634479;113.678932,23.634761;113.678711,23.634918;113.678628,23.63497;113.678594,23.63503;113.678555,23.635109',\n",
       "       'road': '博学路',\n",
       "       'tmcs': [{'distance': 19,\n",
       "         'polyline': '113.679375,23.634358;113.679249,23.634479',\n",
       "         'status': '未知'},\n",
       "        {'distance': 72,\n",
       "         'polyline': '113.679249,23.634479;113.678932,23.634761;113.678711,23.634918',\n",
       "         'status': '未知'},\n",
       "        {'distance': 27,\n",
       "         'polyline': '113.678711,23.634918;113.678628,23.63497;113.678594,23.63503;113.678555,23.635109',\n",
       "         'status': '未知'}],\n",
       "       'toll_distance': 0,\n",
       "       'toll_road': '',\n",
       "       'tolls': 0},\n",
       "      {'action': '右转',\n",
       "       'assistant_action': '',\n",
       "       'cities': [{'adcode': '440117',\n",
       "         'citycode': None,\n",
       "         'districts': [],\n",
       "         'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None}],\n",
       "       'distance': 163,\n",
       "       'duration': 34,\n",
       "       'instruction': '沿博学路向西行驶163米右转',\n",
       "       'orientation': '西',\n",
       "       'polyline': '113.678555,23.635109;113.677856,23.635087;113.677613,23.63503;113.67753,23.634991;113.677326,23.634852;113.677083,23.634661',\n",
       "       'road': '博学路',\n",
       "       'tmcs': [{'distance': 106,\n",
       "         'polyline': '113.678555,23.635109;113.677856,23.635087;113.677613,23.63503;113.67753,23.634991',\n",
       "         'status': '未知'},\n",
       "        {'distance': 25,\n",
       "         'polyline': '113.67753,23.634991;113.677326,23.634852',\n",
       "         'status': '未知'},\n",
       "        {'distance': 32,\n",
       "         'polyline': '113.677326,23.634852;113.677083,23.634661',\n",
       "         'status': '未知'}],\n",
       "       'toll_distance': 0,\n",
       "       'toll_road': '',\n",
       "       'tolls': 0},\n",
       "      {'action': '右转',\n",
       "       'assistant_action': '',\n",
       "       'cities': [{'adcode': '440117',\n",
       "         'citycode': None,\n",
       "         'districts': [],\n",
       "         'name': None}],\n",
       "       'distance': 33,\n",
       "       'duration': 12,\n",
       "       'instruction': '沿博学路向西行驶33米右转',\n",
       "       'orientation': '西',\n",
       "       'polyline': '113.677083,23.634661;113.677027,23.634701;113.676918,23.634718;113.676849,23.634701;113.676788,23.634657',\n",
       "       'road': '博学路',\n",
       "       'tmcs': [{'distance': 33,\n",
       "         'polyline': '113.677083,23.634661;113.677027,23.634701;113.676918,23.634718;113.676849,23.634701;113.676788,23.634657',\n",
       "         'status': '未知'}],\n",
       "       'toll_distance': 0,\n",
       "       'toll_road': '',\n",
       "       'tolls': 0},\n",
       "      {'action': '右转',\n",
       "       'assistant_action': '',\n",
       "       'cities': [{'adcode': '440117',\n",
       "         'citycode': None,\n",
       "         'districts': [],\n",
       "         'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None}],\n",
       "       'distance': 1265,\n",
       "       'duration': 276,\n",
       "       'instruction': '沿中山路向西北行驶1.3千米右转',\n",
       "       'orientation': '西北',\n",
       "       'polyline': '113.676788,23.634657;113.675265,23.636128;113.675152,23.636263;113.675026,23.636467;113.67497,23.636567;113.674957,23.636701;113.674957,23.636845;113.674991,23.636997;113.675378,23.637886;113.67543,23.638043;113.675521,23.638659;113.67553,23.638997;113.675508,23.639132;113.675447,23.63931;113.67533,23.639583;113.675104,23.640035;113.675,23.640187;113.67431,23.641024;113.673355,23.64214;113.672977,23.642535;113.672934,23.642578;113.67217,23.643307;113.671428,23.644045',\n",
       "       'road': '中山路',\n",
       "       'tmcs': [{'distance': 576,\n",
       "         'polyline': '113.676788,23.634657;113.675265,23.636128;113.675152,23.636263;113.675026,23.636467;113.67497,23.636567;113.674957,23.636701;113.674957,23.636845;113.674991,23.636997;113.675378,23.637886;113.67543,23.638043;113.675521,23.638659;113.67553,23.638997;113.675508,23.639132',\n",
       "         'status': '未知'},\n",
       "        {'distance': 578,\n",
       "         'polyline': '113.675508,23.639132;113.675447,23.63931;113.67533,23.639583;113.675104,23.640035;113.675,23.640187;113.67431,23.641024;113.673355,23.64214;113.672977,23.642535;113.672934,23.642578;113.67217,23.643307',\n",
       "         'status': '未知'},\n",
       "        {'distance': 111,\n",
       "         'polyline': '113.67217,23.643307;113.671428,23.644045',\n",
       "         'status': '未知'}],\n",
       "       'toll_distance': 0,\n",
       "       'toll_road': '',\n",
       "       'tolls': 0},\n",
       "      {'action': '左转调头',\n",
       "       'assistant_action': '',\n",
       "       'cities': [{'adcode': '440117',\n",
       "         'citycode': None,\n",
       "         'districts': [],\n",
       "         'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None}],\n",
       "       'distance': 605,\n",
       "       'duration': 59,\n",
       "       'instruction': '沿温泉大道向东北行驶605米左转调头',\n",
       "       'orientation': '东北',\n",
       "       'polyline': '113.671428,23.644045;113.671636,23.644162;113.673103,23.64497;113.673945,23.645425;113.674366,23.645651;113.67546,23.646276;113.675968,23.646636;113.676411,23.647018;113.676367,23.647088',\n",
       "       'road': '温泉大道',\n",
       "       'tmcs': [{'distance': 25,\n",
       "         'polyline': '113.671428,23.644045;113.671636,23.644162',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 174,\n",
       "         'polyline': '113.671636,23.644162;113.673103,23.64497',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 99,\n",
       "         'polyline': '113.673103,23.64497;113.673945,23.645425',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 49,\n",
       "         'polyline': '113.673945,23.645425;113.674366,23.645651',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 258,\n",
       "         'polyline': '113.674366,23.645651;113.67546,23.646276;113.675968,23.646636;113.676411,23.647018;113.676367,23.647088',\n",
       "         'status': '畅通'}],\n",
       "       'toll_distance': 0,\n",
       "       'toll_road': '',\n",
       "       'tolls': 0},\n",
       "      {'action': '靠左',\n",
       "       'assistant_action': '沿主路行驶',\n",
       "       'cities': [{'adcode': '440117',\n",
       "         'citycode': None,\n",
       "         'districts': [],\n",
       "         'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None}],\n",
       "       'distance': 3345,\n",
       "       'duration': 221,\n",
       "       'instruction': '沿温泉大道向西南行驶3.3千米靠左沿主路行驶',\n",
       "       'orientation': '西南',\n",
       "       'polyline': '113.676367,23.647088;113.675964,23.646745;113.675734,23.646567;113.675464,23.646385;113.675095,23.646172;113.673003,23.645004;113.669961,23.643329;113.669162,23.642882;113.668776,23.642674;113.668598,23.642578;113.667001,23.641693;113.666141,23.641172;113.665317,23.640564;113.665252,23.640512;113.665017,23.640299;113.664774,23.640065;113.664549,23.639813;113.66441,23.639661;113.664201,23.639401;113.663928,23.639019;113.663576,23.638451;113.663359,23.638021;113.662322,23.635933;113.661949,23.635182;113.661454,23.634266;113.661224,23.633898;113.660842,23.633381;113.660686,23.63319;113.660252,23.632704;113.659722,23.63217;113.659366,23.631879;113.659258,23.631793;113.658984,23.631589;113.658893,23.631519;113.658212,23.631102;113.65753,23.630651;113.654336,23.628741;113.65385,23.628416;113.653598,23.628225;113.652674,23.627422;113.652435,23.627222',\n",
       "       'road': '温泉大道',\n",
       "       'tmcs': [{'distance': 165,\n",
       "         'polyline': '113.676367,23.647088;113.675964,23.646745;113.675734,23.646567;113.675464,23.646385;113.675095,23.646172',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 249,\n",
       "         'polyline': '113.675095,23.646172;113.673003,23.645004',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 361,\n",
       "         'polyline': '113.673003,23.645004;113.669961,23.643329',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 141,\n",
       "         'polyline': '113.669961,23.643329;113.669162,23.642882;113.668776,23.642674',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 424,\n",
       "         'polyline': '113.668776,23.642674;113.668598,23.642578;113.667001,23.641693;113.666141,23.641172;113.665317,23.640564',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 347,\n",
       "         'polyline': '113.665317,23.640564;113.665252,23.640512;113.665017,23.640299;113.664774,23.640065;113.664549,23.639813;113.66441,23.639661;113.664201,23.639401;113.663928,23.639019;113.663576,23.638451;113.663359,23.638021',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 253,\n",
       "         'polyline': '113.663359,23.638021;113.662322,23.635933',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 92,\n",
       "         'polyline': '113.662322,23.635933;113.661949,23.635182',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 229,\n",
       "         'polyline': '113.661949,23.635182;113.661454,23.634266;113.661224,23.633898;113.660842,23.633381',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 96,\n",
       "         'polyline': '113.660842,23.633381;113.660686,23.63319;113.660252,23.632704',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 128,\n",
       "         'polyline': '113.660252,23.632704;113.659722,23.63217;113.659366,23.631879;113.659258,23.631793',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 131,\n",
       "         'polyline': '113.659258,23.631793;113.658984,23.631589;113.658893,23.631519;113.658212,23.631102',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 85,\n",
       "         'polyline': '113.658212,23.631102;113.65753,23.630651',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 388,\n",
       "         'polyline': '113.65753,23.630651;113.654336,23.628741',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 224,\n",
       "         'polyline': '113.654336,23.628741;113.65385,23.628416;113.653598,23.628225;113.652674,23.627422',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 32,\n",
       "         'polyline': '113.652674,23.627422;113.652435,23.627222',\n",
       "         'status': '畅通'}],\n",
       "       'toll_distance': 0,\n",
       "       'toll_road': '',\n",
       "       'tolls': 0},\n",
       "      {'action': '靠左',\n",
       "       'assistant_action': '',\n",
       "       'cities': [{'adcode': '440117',\n",
       "         'citycode': None,\n",
       "         'districts': [],\n",
       "         'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None}],\n",
       "       'distance': 10585,\n",
       "       'duration': 745,\n",
       "       'instruction': '沿温泉大道途径环市东路、105国道向西南行驶10.6千米靠左',\n",
       "       'orientation': '西南',\n",
       "       'polyline': '113.652435,23.627222;113.650165,23.625326;113.649766,23.625013;113.64898,23.624384;113.648611,23.624063;113.647843,23.623442;113.647361,23.62309;113.64678,23.622721;113.646345,23.622465;113.645981,23.622287;113.645595,23.622131;113.645117,23.621992;113.644709,23.621914;113.644375,23.621862;113.643255,23.621749;113.642578,23.621667;113.642474,23.621645;113.642027,23.621541;113.64145,23.621354;113.640525,23.621033;113.639332,23.620603;113.639184,23.620543;113.63885,23.620412;113.638433,23.620213;113.636046,23.618945;113.635543,23.618668;113.635252,23.618481;113.634748,23.618099;113.634518,23.617891;113.634262,23.617622;113.63398,23.61727;113.633633,23.61678;113.633056,23.615911;113.6324,23.614926;113.63191,23.614171;113.631667,23.613711;113.631432,23.613142;113.631293,23.612661;113.63092,23.611107;113.630842,23.610803;113.630729,23.610373;113.63066,23.610061;113.630569,23.609705;113.630547,23.609618;113.630495,23.609388;113.630113,23.607821;113.629774,23.606389;113.629392,23.60474;113.628477,23.60082;113.628134,23.599293;113.627969,23.598681;113.627951,23.598633;113.627882,23.598433;113.627782,23.598203;113.627635,23.597921;113.627487,23.597682;113.627279,23.5974;113.62704,23.59714;113.626102,23.596228;113.625647,23.595755;113.624996,23.595139;113.624089,23.594327;113.623164,23.593433;113.622882,23.593147;113.622734,23.592982;113.622378,23.592591;113.622053,23.592188;113.621875,23.591957;113.621576,23.591545;113.621289,23.591133;113.621124,23.590864;113.620734,23.590165;113.620603,23.589913;113.619475,23.587643;113.619175,23.58704;113.618984,23.586658;113.618893,23.586471;113.618598,23.585868;113.618108,23.584874;113.61793,23.58444;113.617769,23.583928;113.617708,23.583646;113.61763,23.583073;113.617582,23.582478;113.617552,23.581884;113.617474,23.580651;113.617474,23.58059;113.617474,23.580516;113.617483,23.580204;113.617496,23.579848;113.617556,23.579384;113.617674,23.578741;113.61776,23.578316;113.617791,23.578138;113.61796,23.577326;113.618043,23.576905;113.618082,23.576723;113.618095,23.576658;113.618116,23.576558;113.61819,23.576189;113.618242,23.575903;113.61839,23.575113;113.61842,23.574809;113.618424,23.574497;113.618407,23.574158;113.618281,23.573481;113.618264,23.573381;113.618134,23.57273;113.618077,23.572431;113.618034,23.572153;113.618008,23.571901;113.61799,23.571445;113.618034,23.570911;113.618155,23.570013;113.61819,23.569787;113.618333,23.568824;113.618464,23.567951;113.618485,23.567786;113.618646,23.566697;113.618759,23.565946;113.618793,23.565673;113.618815,23.565534;113.618828,23.565456;113.618872,23.565182;113.618893,23.565013;113.618902,23.564944;113.619123,23.563464;113.619175,23.563155;113.619262,23.562522;113.619288,23.562109;113.619262,23.561775;113.619232,23.561602;113.619171,23.561385;113.61901,23.561011;113.618793,23.560673;113.618646,23.560495;113.618142,23.55997;113.617943,23.559766;113.61697,23.558819;113.615729,23.5576;113.61536,23.557222;113.6151,23.556975;113.614913,23.556793;113.614054,23.555933;113.613759,23.555608;113.613372,23.555122;113.613129,23.554688;113.613099,23.554622;113.612826,23.554015;113.612652,23.553555;113.612626,23.553485;113.612609,23.553438;113.612552,23.553286;113.612287,23.552565;113.61207,23.551992;113.611966,23.551771;113.61181,23.551476;113.611554,23.551102;113.611328,23.550846;113.611063,23.55059;113.610438,23.550078;113.609961,23.549688;113.609462,23.549288;113.609206,23.549063;113.609054,23.548924;113.608841,23.548676;113.608759,23.548572',\n",
       "       'road': '温泉大道',\n",
       "       'tmcs': [{'distance': 366,\n",
       "         'polyline': '113.652435,23.627222;113.650165,23.625326;113.649766,23.625013',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 105,\n",
       "         'polyline': '113.649766,23.625013;113.64898,23.624384',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 480,\n",
       "         'polyline': '113.64898,23.624384;113.648611,23.624063;113.647843,23.623442;113.647361,23.62309;113.64678,23.622721;113.646345,23.622465;113.645981,23.622287;113.645595,23.622131;113.645117,23.621992',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 482,\n",
       "         'polyline': '113.645117,23.621992;113.644709,23.621914;113.644375,23.621862;113.643255,23.621749;113.642578,23.621667;113.642474,23.621645;113.642027,23.621541;113.64145,23.621354;113.640525,23.621033',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 232,\n",
       "         'polyline': '113.640525,23.621033;113.639332,23.620603;113.639184,23.620543;113.63885,23.620412;113.638433,23.620213',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 377,\n",
       "         'polyline': '113.638433,23.620213;113.636046,23.618945;113.635543,23.618668;113.635252,23.618481',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 139,\n",
       "         'polyline': '113.635252,23.618481;113.634748,23.618099;113.634518,23.617891;113.634262,23.617622',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 112,\n",
       "         'polyline': '113.634262,23.617622;113.63398,23.61727;113.633633,23.61678',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 112,\n",
       "         'polyline': '113.633633,23.61678;113.633056,23.615911',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 128,\n",
       "         'polyline': '113.633056,23.615911;113.6324,23.614926',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 97,\n",
       "         'polyline': '113.6324,23.614926;113.63191,23.614171',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 124,\n",
       "         'polyline': '113.63191,23.614171;113.631667,23.613711;113.631432,23.613142',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 231,\n",
       "         'polyline': '113.631432,23.613142;113.631293,23.612661;113.63092,23.611107',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 34,\n",
       "         'polyline': '113.63092,23.611107;113.630842,23.610803',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 49,\n",
       "         'polyline': '113.630842,23.610803;113.630729,23.610373',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 34,\n",
       "         'polyline': '113.630729,23.610373;113.63066,23.610061',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 41,\n",
       "         'polyline': '113.63066,23.610061;113.630569,23.609705',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 35,\n",
       "         'polyline': '113.630569,23.609705;113.630547,23.609618;113.630495,23.609388',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 178,\n",
       "         'polyline': '113.630495,23.609388;113.630113,23.607821',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 162,\n",
       "         'polyline': '113.630113,23.607821;113.629774,23.606389',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 186,\n",
       "         'polyline': '113.629774,23.606389;113.629392,23.60474',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 444,\n",
       "         'polyline': '113.629392,23.60474;113.628477,23.60082',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 872,\n",
       "         'polyline': '113.628477,23.60082;113.628134,23.599293;113.627969,23.598681;113.627951,23.598633;113.627882,23.598433;113.627782,23.598203;113.627635,23.597921;113.627487,23.597682;113.627279,23.5974;113.62704,23.59714;113.626102,23.596228;113.625647,23.595755;113.624996,23.595139;113.624089,23.594327',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 179,\n",
       "         'polyline': '113.624089,23.594327;113.623164,23.593433;113.622882,23.593147',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 23,\n",
       "         'polyline': '113.622882,23.593147;113.622734,23.592982',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 112,\n",
       "         'polyline': '113.622734,23.592982;113.622378,23.592591;113.622053,23.592188',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 31,\n",
       "         'polyline': '113.622053,23.592188;113.621875,23.591957',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 109,\n",
       "         'polyline': '113.621875,23.591957;113.621576,23.591545;113.621289,23.591133',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 34,\n",
       "         'polyline': '113.621289,23.591133;113.621124,23.590864',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 87,\n",
       "         'polyline': '113.621124,23.590864;113.620734,23.590165',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 380,\n",
       "         'polyline': '113.620734,23.590165;113.620603,23.589913;113.619475,23.587643;113.619175,23.58704',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 46,\n",
       "         'polyline': '113.619175,23.58704;113.618984,23.586658',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 22,\n",
       "         'polyline': '113.618984,23.586658;113.618893,23.586471',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 73,\n",
       "         'polyline': '113.618893,23.586471;113.618598,23.585868',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 172,\n",
       "         'polyline': '113.618598,23.585868;113.618108,23.584874;113.61793,23.58444',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 155,\n",
       "         'polyline': '113.61793,23.58444;113.617769,23.583928;113.617708,23.583646;113.61763,23.583073',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 65,\n",
       "         'polyline': '113.61763,23.583073;113.617582,23.582478',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 66,\n",
       "         'polyline': '113.617582,23.582478;113.617552,23.581884',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 137,\n",
       "         'polyline': '113.617552,23.581884;113.617474,23.580651',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 6,\n",
       "         'polyline': '113.617474,23.580651;113.617474,23.58059',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 8,\n",
       "         'polyline': '113.617474,23.58059;113.617474,23.580516',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 34,\n",
       "         'polyline': '113.617474,23.580516;113.617483,23.580204',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 39,\n",
       "         'polyline': '113.617483,23.580204;113.617496,23.579848',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 124,\n",
       "         'polyline': '113.617496,23.579848;113.617556,23.579384;113.617674,23.578741',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 48,\n",
       "         'polyline': '113.617674,23.578741;113.61776,23.578316',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 20,\n",
       "         'polyline': '113.61776,23.578316;113.617791,23.578138',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 90,\n",
       "         'polyline': '113.617791,23.578138;113.61796,23.577326',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 48,\n",
       "         'polyline': '113.61796,23.577326;113.618043,23.576905',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 20,\n",
       "         'polyline': '113.618043,23.576905;113.618082,23.576723',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 18,\n",
       "         'polyline': '113.618082,23.576723;113.618095,23.576658;113.618116,23.576558',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 41,\n",
       "         'polyline': '113.618116,23.576558;113.61819,23.576189',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 32,\n",
       "         'polyline': '113.61819,23.576189;113.618242,23.575903',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 270,\n",
       "         'polyline': '113.618242,23.575903;113.61839,23.575113;113.61842,23.574809;113.618424,23.574497;113.618407,23.574158;113.618281,23.573481;113.618264,23.573381',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 73,\n",
       "         'polyline': '113.618264,23.573381;113.618134,23.57273',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 33,\n",
       "         'polyline': '113.618134,23.57273;113.618077,23.572431',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 109,\n",
       "         'polyline': '113.618077,23.572431;113.618034,23.572153;113.618008,23.571901;113.61799,23.571445',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 159,\n",
       "         'polyline': '113.61799,23.571445;113.618034,23.570911;113.618155,23.570013',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 25,\n",
       "         'polyline': '113.618155,23.570013;113.61819,23.569787',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 107,\n",
       "         'polyline': '113.61819,23.569787;113.618333,23.568824',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 97,\n",
       "         'polyline': '113.618333,23.568824;113.618464,23.567951',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 18,\n",
       "         'polyline': '113.618464,23.567951;113.618485,23.567786',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 121,\n",
       "         'polyline': '113.618485,23.567786;113.618646,23.566697',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 84,\n",
       "         'polyline': '113.618646,23.566697;113.618759,23.565946',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 46,\n",
       "         'polyline': '113.618759,23.565946;113.618793,23.565673;113.618815,23.565534',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 8,\n",
       "         'polyline': '113.618815,23.565534;113.618828,23.565456;113.618872,23.565182',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 19,\n",
       "         'polyline': '113.618872,23.565182;113.618893,23.565013',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 8,\n",
       "         'polyline': '113.618893,23.565013;113.618902,23.564944',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 165,\n",
       "         'polyline': '113.618902,23.564944;113.619123,23.563464',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 34,\n",
       "         'polyline': '113.619123,23.563464;113.619175,23.563155',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 389,\n",
       "         'polyline': '113.619175,23.563155;113.619262,23.562522;113.619288,23.562109;113.619262,23.561775;113.619232,23.561602;113.619171,23.561385;113.61901,23.561011;113.618793,23.560673;113.618646,23.560495;113.618142,23.55997',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 29,\n",
       "         'polyline': '113.618142,23.55997;113.617943,23.559766',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 144,\n",
       "         'polyline': '113.617943,23.559766;113.61697,23.558819',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 185,\n",
       "         'polyline': '113.61697,23.558819;113.615729,23.5576',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 55,\n",
       "         'polyline': '113.615729,23.5576;113.61536,23.557222',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 38,\n",
       "         'polyline': '113.61536,23.557222;113.6151,23.556975',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 27,\n",
       "         'polyline': '113.6151,23.556975;113.614913,23.556793',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 176,\n",
       "         'polyline': '113.614913,23.556793;113.614054,23.555933;113.613759,23.555608',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 66,\n",
       "         'polyline': '113.613759,23.555608;113.613372,23.555122',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 62,\n",
       "         'polyline': '113.613372,23.555122;113.613129,23.554688;113.613099,23.554622',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 127,\n",
       "         'polyline': '113.613099,23.554622;113.612826,23.554015;113.612652,23.553555',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 7,\n",
       "         'polyline': '113.612652,23.553555;113.612626,23.553485;113.612609,23.553438',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 18,\n",
       "         'polyline': '113.612609,23.553438;113.612552,23.553286',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 83,\n",
       "         'polyline': '113.612552,23.553286;113.612287,23.552565',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 130,\n",
       "         'polyline': '113.612287,23.552565;113.61207,23.551992;113.611966,23.551771;113.61181,23.551476',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 210,\n",
       "         'polyline': '113.61181,23.551476;113.611554,23.551102;113.611328,23.550846;113.611063,23.55059;113.610438,23.550078',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 65,\n",
       "         'polyline': '113.610438,23.550078;113.609961,23.549688',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 67,\n",
       "         'polyline': '113.609961,23.549688;113.609462,23.549288',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 36,\n",
       "         'polyline': '113.609462,23.549288;113.609206,23.549063',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 56,\n",
       "         'polyline': '113.609206,23.549063;113.609054,23.548924;113.608841,23.548676;113.608759,23.548572',\n",
       "         'status': '畅通'}],\n",
       "       'toll_distance': 0,\n",
       "       'toll_road': '',\n",
       "       'tolls': 0},\n",
       "      {'action': '向右前方行驶',\n",
       "       'assistant_action': '进入匝道',\n",
       "       'cities': [{'adcode': '440117',\n",
       "         'citycode': None,\n",
       "         'districts': [],\n",
       "         'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None}],\n",
       "       'distance': 4685,\n",
       "       'duration': 527,\n",
       "       'instruction': '沿环市东路途径小海一桥、广从公路向西南行驶4.7千米向右前方行驶进入匝道',\n",
       "       'orientation': '西南',\n",
       "       'polyline': '113.608759,23.548572;113.608537,23.548216;113.608403,23.547951;113.608307,23.547665;113.608273,23.547509;113.608234,23.547322;113.60819,23.547031;113.608121,23.54615;113.608082,23.545586;113.608077,23.545451;113.60809,23.545013;113.608142,23.544488;113.60816,23.544405;113.60829,23.543698;113.608312,23.543607;113.608398,23.543199;113.608637,23.542118;113.60875,23.541584;113.608971,23.54053;113.609123,23.5398;113.609323,23.538889;113.609366,23.538637;113.609414,23.538329;113.609449,23.537956;113.609466,23.537539;113.609466,23.537287;113.609427,23.536688;113.609414,23.536536;113.609332,23.536102;113.609123,23.535312;113.608984,23.534909;113.608733,23.534227;113.608234,23.532986;113.608121,23.532713;113.608008,23.532444;113.607795,23.53191;113.607682,23.531623;113.607244,23.530547;113.606984,23.529922;113.606858,23.529683;113.606645,23.52934;113.606484,23.529141;113.60638,23.529028;113.606124,23.528776;113.605894,23.528576;113.604944,23.527782;113.604388,23.527326;113.603559,23.526628;113.603216,23.526306;113.603142,23.526228;113.602765,23.525773;113.602648,23.525616;113.602266,23.525104;113.602148,23.524939;113.60178,23.524453;113.601597,23.524214;113.601328,23.523872;113.601185,23.523711;113.600885,23.523446;113.600625,23.523281;113.600326,23.523134;113.599957,23.523008;113.599696,23.522951;113.599119,23.522886;113.598633,23.522847;113.597977,23.522795;113.59717,23.52273;113.595955,23.522635;113.595382,23.522591;113.594805,23.522552;113.593876,23.522478;113.593581,23.522452;113.591866,23.522318;113.59168,23.5223;113.591098,23.522257;113.590534,23.52217;113.590048,23.52207;113.589575,23.521944;113.589162,23.521806;113.588954,23.521727;113.588533,23.521549;113.588108,23.521337;113.587552,23.52102;113.587283,23.520842;113.586801,23.520477;113.586428,23.520169;113.586029,23.519848;113.585638,23.519523',\n",
       "       'road': '环市东路',\n",
       "       'tmcs': [{'distance': 128,\n",
       "         'polyline': '113.608759,23.548572;113.608537,23.548216;113.608403,23.547951;113.608307,23.547665;113.608273,23.547509',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 21,\n",
       "         'polyline': '113.608273,23.547509;113.608234,23.547322',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 130,\n",
       "         'polyline': '113.608234,23.547322;113.60819,23.547031;113.608121,23.54615',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 62,\n",
       "         'polyline': '113.608121,23.54615;113.608082,23.545586',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 15,\n",
       "         'polyline': '113.608082,23.545586;113.608077,23.545451',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 107,\n",
       "         'polyline': '113.608077,23.545451;113.60809,23.545013;113.608142,23.544488;113.60816,23.544405',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 89,\n",
       "         'polyline': '113.60816,23.544405;113.60829,23.543698;113.608312,23.543607',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 46,\n",
       "         'polyline': '113.608312,23.543607;113.608398,23.543199',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 122,\n",
       "         'polyline': '113.608398,23.543199;113.608637,23.542118',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 60,\n",
       "         'polyline': '113.608637,23.542118;113.60875,23.541584',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 118,\n",
       "         'polyline': '113.60875,23.541584;113.608971,23.54053',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 82,\n",
       "         'polyline': '113.608971,23.54053;113.609123,23.5398',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 131,\n",
       "         'polyline': '113.609123,23.5398;113.609323,23.538889;113.609366,23.538637',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 122,\n",
       "         'polyline': '113.609366,23.538637;113.609414,23.538329;113.609449,23.537956;113.609466,23.537539',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 94,\n",
       "         'polyline': '113.609466,23.537539;113.609466,23.537287;113.609427,23.536688',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 16,\n",
       "         'polyline': '113.609427,23.536688;113.609414,23.536536',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 49,\n",
       "         'polyline': '113.609414,23.536536;113.609332,23.536102',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 89,\n",
       "         'polyline': '113.609332,23.536102;113.609123,23.535312',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 47,\n",
       "         'polyline': '113.609123,23.535312;113.608984,23.534909',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 79,\n",
       "         'polyline': '113.608984,23.534909;113.608733,23.534227',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 146,\n",
       "         'polyline': '113.608733,23.534227;113.608234,23.532986',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 64,\n",
       "         'polyline': '113.608234,23.532986;113.608121,23.532713;113.608008,23.532444',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 63,\n",
       "         'polyline': '113.608008,23.532444;113.607795,23.53191',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 33,\n",
       "         'polyline': '113.607795,23.53191;113.607682,23.531623',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 127,\n",
       "         'polyline': '113.607682,23.531623;113.607244,23.530547',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 73,\n",
       "         'polyline': '113.607244,23.530547;113.606984,23.529922',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 29,\n",
       "         'polyline': '113.606984,23.529922;113.606858,23.529683',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 71,\n",
       "         'polyline': '113.606858,23.529683;113.606645,23.52934;113.606484,23.529141',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 16,\n",
       "         'polyline': '113.606484,23.529141;113.60638,23.529028',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 70,\n",
       "         'polyline': '113.60638,23.529028;113.606124,23.528776;113.605894,23.528576',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 131,\n",
       "         'polyline': '113.605894,23.528576;113.604944,23.527782',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 76,\n",
       "         'polyline': '113.604944,23.527782;113.604388,23.527326',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 114,\n",
       "         'polyline': '113.604388,23.527326;113.603559,23.526628',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 49,\n",
       "         'polyline': '113.603559,23.526628;113.603216,23.526306;113.603142,23.526228',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 63,\n",
       "         'polyline': '113.603142,23.526228;113.602765,23.525773',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 20,\n",
       "         'polyline': '113.602765,23.525773;113.602648,23.525616',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 68,\n",
       "         'polyline': '113.602648,23.525616;113.602266,23.525104;113.602148,23.524939',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 65,\n",
       "         'polyline': '113.602148,23.524939;113.60178,23.524453',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 32,\n",
       "         'polyline': '113.60178,23.524453;113.601597,23.524214',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 70,\n",
       "         'polyline': '113.601597,23.524214;113.601328,23.523872;113.601185,23.523711',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 74,\n",
       "         'polyline': '113.601185,23.523711;113.600885,23.523446;113.600625,23.523281',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 161,\n",
       "         'polyline': '113.600625,23.523281;113.600326,23.523134;113.599957,23.523008;113.599696,23.522951;113.599119,23.522886',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 117,\n",
       "         'polyline': '113.599119,23.522886;113.598633,23.522847;113.597977,23.522795',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 82,\n",
       "         'polyline': '113.597977,23.522795;113.59717,23.52273',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 124,\n",
       "         'polyline': '113.59717,23.52273;113.595955,23.522635',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 59,\n",
       "         'polyline': '113.595955,23.522635;113.595382,23.522591',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 58,\n",
       "         'polyline': '113.595382,23.522591;113.594805,23.522552',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 95,\n",
       "         'polyline': '113.594805,23.522552;113.593876,23.522478',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 30,\n",
       "         'polyline': '113.593876,23.522478;113.593581,23.522452',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 175,\n",
       "         'polyline': '113.593581,23.522452;113.591866,23.522318',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 19,\n",
       "         'polyline': '113.591866,23.522318;113.59168,23.5223',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 117,\n",
       "         'polyline': '113.59168,23.5223;113.591098,23.522257;113.590534,23.52217',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 51,\n",
       "         'polyline': '113.590534,23.52217;113.590048,23.52207',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 50,\n",
       "         'polyline': '113.590048,23.52207;113.589575,23.521944',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 44,\n",
       "         'polyline': '113.589575,23.521944;113.589162,23.521806',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 120,\n",
       "         'polyline': '113.589162,23.521806;113.588954,23.521727;113.588533,23.521549;113.588108,23.521337',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 214,\n",
       "         'polyline': '113.588108,23.521337;113.587552,23.52102;113.587283,23.520842;113.586801,23.520477;113.586428,23.520169',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 108,\n",
       "         'polyline': '113.586428,23.520169;113.586029,23.519848;113.585638,23.519523',\n",
       "         'status': '畅通'}],\n",
       "       'toll_distance': 0,\n",
       "       'toll_road': '',\n",
       "       'tolls': 0},\n",
       "      {'action': '减速行驶',\n",
       "       'assistant_action': '到达收费站',\n",
       "       'cities': [{'adcode': '440117',\n",
       "         'citycode': None,\n",
       "         'districts': [],\n",
       "         'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None}],\n",
       "       'distance': 695,\n",
       "       'duration': 59,\n",
       "       'instruction': '沿白田岗桥向西行驶695米减速行驶到达收费站',\n",
       "       'orientation': '西',\n",
       "       'polyline': '113.585638,23.519523;113.585438,23.519479;113.585156,23.519388;113.584913,23.519323;113.584683,23.519293;113.584497,23.51928;113.584236,23.519293;113.584063,23.519301;113.583711,23.519349;113.583472,23.519388;113.58329,23.519431;113.582804,23.519566;113.582357,23.519727;113.581476,23.520104;113.581463,23.520113;113.581168,23.520321;113.580616,23.520751;113.580434,23.52089;113.580109,23.521159;113.580017,23.521246;113.579957,23.521324;113.579865,23.52148;113.579701,23.521649',\n",
       "       'road': '白田岗桥',\n",
       "       'tmcs': [{'distance': 445,\n",
       "         'polyline': '113.585638,23.519523;113.585438,23.519479;113.585156,23.519388;113.584913,23.519323;113.584683,23.519293;113.584497,23.51928;113.584236,23.519293;113.584063,23.519301;113.583711,23.519349;113.583472,23.519388;113.58329,23.519431;113.582804,23.519566;113.582357,23.519727;113.581476,23.520104',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 225,\n",
       "         'polyline': '113.581476,23.520104;113.581463,23.520113;113.581168,23.520321;113.580616,23.520751;113.580434,23.52089;113.580109,23.521159;113.580017,23.521246;113.579957,23.521324;113.579865,23.52148',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 25,\n",
       "         'polyline': '113.579865,23.52148;113.579701,23.521649',\n",
       "         'status': '畅通'}],\n",
       "       'toll_distance': 0,\n",
       "       'toll_road': '',\n",
       "       'tolls': 0},\n",
       "      {'action': '靠左',\n",
       "       'assistant_action': '进入匝道',\n",
       "       'cities': [{'adcode': '440117',\n",
       "         'citycode': None,\n",
       "         'districts': [],\n",
       "         'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None}],\n",
       "       'distance': 4838,\n",
       "       'duration': 213,\n",
       "       'instruction': '沿白田岗桥途径S16佛清从高速、流溪河大桥向西行驶4.8千米靠左进入匝道',\n",
       "       'orientation': '西',\n",
       "       'polyline': '113.579701,23.521649;113.579644,23.521693;113.579592,23.521727;113.579553,23.521749;113.579314,23.521862;113.579128,23.521984;113.578945,23.52214;113.578455,23.522552;113.578277,23.522678;113.57816,23.522713;113.577613,23.523338;113.576658,23.524375;113.575295,23.525868;113.574301,23.526936;113.573893,23.527339;113.573655,23.527552;113.573199,23.527878;113.572839,23.528103;113.572604,23.528229;113.572166,23.528424;113.57168,23.528602;113.571332,23.528707;113.570972,23.528785;113.570278,23.528854;113.569931,23.528867;113.569609,23.528863;113.56918,23.528819;113.568867,23.528772;113.56829,23.528628;113.567708,23.528424;113.567062,23.528164;113.565881,23.527643;113.55977,23.524878;113.558472,23.524323;113.556762,23.52355;113.555621,23.523073;113.554813,23.52276;113.554688,23.522713;113.55431,23.522574;113.552921,23.522101;113.551658,23.521727;113.55105,23.521554;113.549718,23.521215;113.548733,23.521003;113.547582,23.520777;113.546515,23.520599;113.545304,23.520434;113.543303,23.520178;113.542526,23.520087;113.541124,23.519961;113.540122,23.519896;113.538342,23.519701;113.538073,23.519701;113.537804,23.519714;113.537344,23.519805',\n",
       "       'road': '白田岗桥',\n",
       "       'tmcs': [{'distance': 197,\n",
       "         'polyline': '113.579701,23.521649;113.579644,23.521693;113.579592,23.521727;113.579553,23.521749;113.579314,23.521862;113.579128,23.521984;113.578945,23.52214;113.578455,23.522552;113.578277,23.522678;113.57816,23.522713',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 765,\n",
       "         'polyline': '113.57816,23.522713;113.577613,23.523338;113.576658,23.524375;113.575295,23.525868;113.574301,23.526936;113.573893,23.527339;113.573655,23.527552;113.573199,23.527878',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 3876,\n",
       "         'polyline': '113.573199,23.527878;113.572839,23.528103;113.572604,23.528229;113.572166,23.528424;113.57168,23.528602;113.571332,23.528707;113.570972,23.528785;113.570278,23.528854;113.569931,23.528867;113.569609,23.528863;113.56918,23.528819;113.568867,23.528772;113.56829,23.528628;113.567708,23.528424;113.567062,23.528164;113.565881,23.527643;113.55977,23.524878;113.558472,23.524323;113.556762,23.52355;113.555621,23.523073;113.554813,23.52276;113.554688,23.522713;113.55431,23.522574;113.552921,23.522101;113.551658,23.521727;113.55105,23.521554;113.549718,23.521215;113.548733,23.521003;113.547582,23.520777;113.546515,23.520599;113.545304,23.520434;113.543303,23.520178;113.542526,23.520087;113.541124,23.519961;113.540122,23.519896;113.538342,23.519701;113.538073,23.519701;113.537804,23.519714;113.537344,23.519805',\n",
       "         'status': '畅通'}],\n",
       "       'toll_distance': 4838,\n",
       "       'toll_road': '白田岗桥',\n",
       "       'tolls': 0},\n",
       "      {'action': '向右前方行驶',\n",
       "       'assistant_action': '进入匝道',\n",
       "       'cities': [{'adcode': '440117',\n",
       "         'citycode': None,\n",
       "         'districts': [],\n",
       "         'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440117', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440114', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440114', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440114', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440114', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440114', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440114', 'citycode': None, 'districts': [], 'name': None}],\n",
       "       'distance': 13918,\n",
       "       'duration': 581,\n",
       "       'instruction': '沿中和里立交途径G45大广高速、牛心岭大桥向西南行驶13.9千米向右前方行驶进入匝道',\n",
       "       'orientation': '西南',\n",
       "       'polyline': '113.537344,23.519805;113.536875,23.519961;113.536602,23.520095;113.536081,23.520395;113.535846,23.520508;113.53566,23.520577;113.535477,23.520634;113.535095,23.520677;113.534826,23.520668;113.534614,23.520634;113.534375,23.520564;113.534193,23.52049;113.534002,23.520395;113.533841,23.520291;113.533698,23.520178;113.53355,23.520026;113.53342,23.519865;113.532999,23.519149;113.532813,23.518885;113.532713,23.518737;113.53224,23.518103;113.531554,23.5176;113.531046,23.517257;113.530295,23.516793;113.529692,23.516437;113.528477,23.51576;113.527548,23.515252;113.52635,23.514588;113.525299,23.51398;113.51941,23.510742;113.518316,23.510135;113.516563,23.509067;113.51513,23.508099;113.514227,23.507431;113.513655,23.507005;113.512882,23.506372;113.511884,23.50553;113.511319,23.505026;113.510742,23.504484;113.510699,23.50444;113.510117,23.503863;113.509258,23.502973;113.507539,23.501107;113.506871,23.500382;113.506276,23.499753;113.505334,23.498763;113.503872,23.497413;113.50355,23.497148;113.50224,23.496068;113.501133,23.49523;113.500347,23.494674;113.49306,23.489705;113.492209,23.489115;113.491727,23.488767;113.491523,23.488624;113.490747,23.488003;113.489805,23.487153;113.489319,23.486654;113.488767,23.486033;113.487899,23.485048;113.486944,23.484032;113.485508,23.482813;113.484991,23.482418;113.484297,23.481975;113.483668,23.481597;113.4824,23.480872;113.481832,23.480516;113.48135,23.480191;113.480703,23.479635;113.480443,23.479384;113.479918,23.478785;113.479696,23.478511;113.47924,23.477808;113.479223,23.477782;113.479006,23.477348;113.478841,23.476975;113.478655,23.476454;113.478494,23.47592;113.478394,23.47546;113.478351,23.475165;113.478273,23.47444;113.478242,23.473928;113.478181,23.472361;113.478103,23.470043;113.478034,23.469188;113.477908,23.468403;113.47783,23.468043;113.477635,23.467365;113.477422,23.466797;113.477348,23.466602;113.477066,23.465994;113.476884,23.465647;113.476385,23.464852;113.476189,23.464596;113.47592,23.464245;113.475165,23.463416;113.473168,23.461593;113.472418,23.460872;113.471554,23.459939;113.470321,23.458533;113.469679,23.457869;113.469154,23.457365;113.468641,23.456936;113.468073,23.45651;113.467461,23.456098;113.467018,23.455807;113.466797,23.455664;113.464314,23.454049;113.463116,23.45326;113.461493,23.452209;113.459262,23.450751;113.458863,23.450486;113.457539,23.449622;113.456623,23.449028;113.456024,23.448646;113.455651,23.448411;113.455278,23.44819;113.455035,23.448043;113.454219,23.447548;113.45378,23.447309;113.452865,23.446845;113.451458,23.446224;113.450846,23.445981;113.449974,23.445668;113.448798,23.445308;113.448372,23.4452;113.447951,23.445087;113.446962,23.44487;113.446662,23.444822;113.445256,23.444609;113.444822,23.444549;113.444319,23.444484;113.443368,23.444397;113.442383,23.444353;113.441441,23.444345;113.440747,23.444362;113.4398,23.444414;113.438164,23.444544',\n",
       "       'road': '中和里立交',\n",
       "       'tmcs': [{'distance': 682,\n",
       "         'polyline': '113.537344,23.519805;113.536875,23.519961;113.536602,23.520095;113.536081,23.520395;113.535846,23.520508;113.53566,23.520577;113.535477,23.520634;113.535095,23.520677;113.534826,23.520668;113.534614,23.520634;113.534375,23.520564;113.534193,23.52049;113.534002,23.520395;113.533841,23.520291;113.533698,23.520178;113.53355,23.520026;113.53342,23.519865;113.532999,23.519149;113.532813,23.518885;113.532713,23.518737;113.53224,23.518103',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 464,\n",
       "         'polyline': '113.53224,23.518103;113.531554,23.5176;113.531046,23.517257;113.530295,23.516793;113.529692,23.516437;113.528477,23.51576',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 110,\n",
       "         'polyline': '113.528477,23.51576;113.527548,23.515252',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 142,\n",
       "         'polyline': '113.527548,23.515252;113.52635,23.514588',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 1471,\n",
       "         'polyline': '113.52635,23.514588;113.525299,23.51398;113.51941,23.510742;113.518316,23.510135;113.516563,23.509067;113.51513,23.508099;113.514227,23.507431',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 318,\n",
       "         'polyline': '113.514227,23.507431;113.513655,23.507005;113.512882,23.506372;113.511884,23.50553',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 661,\n",
       "         'polyline': '113.511884,23.50553;113.511319,23.505026;113.510742,23.504484;113.510699,23.50444;113.510117,23.503863;113.509258,23.502973;113.507539,23.501107',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 343,\n",
       "         'polyline': '113.507539,23.501107;113.506871,23.500382;113.506276,23.499753;113.505334,23.498763',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 210,\n",
       "         'polyline': '113.505334,23.498763;113.503872,23.497413',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 44,\n",
       "         'polyline': '113.503872,23.497413;113.50355,23.497148',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 4566,\n",
       "         'polyline': '113.50355,23.497148;113.50224,23.496068;113.501133,23.49523;113.500347,23.494674;113.49306,23.489705;113.492209,23.489115;113.491727,23.488767;113.491523,23.488624;113.490747,23.488003;113.489805,23.487153;113.489319,23.486654;113.488767,23.486033;113.487899,23.485048;113.486944,23.484032;113.485508,23.482813;113.484991,23.482418;113.484297,23.481975;113.483668,23.481597;113.4824,23.480872;113.481832,23.480516;113.48135,23.480191;113.480703,23.479635;113.480443,23.479384;113.479918,23.478785;113.479696,23.478511;113.47924,23.477808;113.479223,23.477782;113.479006,23.477348;113.478841,23.476975;113.478655,23.476454;113.478494,23.47592;113.478394,23.47546;113.478351,23.475165;113.478273,23.47444;113.478242,23.473928;113.478181,23.472361;113.478103,23.470043;113.478034,23.469188;113.477908,23.468403;113.47783,23.468043;113.477635,23.467365;113.477422,23.466797;113.477348,23.466602',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 1945,\n",
       "         'polyline': '113.477348,23.466602;113.477066,23.465994;113.476884,23.465647;113.476385,23.464852;113.476189,23.464596;113.47592,23.464245;113.475165,23.463416;113.473168,23.461593;113.472418,23.460872;113.471554,23.459939;113.470321,23.458533;113.469679,23.457869;113.469154,23.457365;113.468641,23.456936;113.468073,23.45651;113.467461,23.456098;113.467018,23.455807;113.466797,23.455664;113.464314,23.454049',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 353,\n",
       "         'polyline': '113.464314,23.454049;113.463116,23.45326;113.461493,23.452209',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 279,\n",
       "         'polyline': '113.461493,23.452209;113.459262,23.450751',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 330,\n",
       "         'polyline': '113.459262,23.450751;113.458863,23.450486;113.457539,23.449622;113.456623,23.449028',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 74,\n",
       "         'polyline': '113.456623,23.449028;113.456024,23.448646',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 91,\n",
       "         'polyline': '113.456024,23.448646;113.455651,23.448411;113.455278,23.44819',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 516,\n",
       "         'polyline': '113.455278,23.44819;113.455035,23.448043;113.454219,23.447548;113.45378,23.447309;113.452865,23.446845;113.451458,23.446224;113.450846,23.445981',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 222,\n",
       "         'polyline': '113.450846,23.445981;113.449974,23.445668;113.448798,23.445308',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 467,\n",
       "         'polyline': '113.448798,23.445308;113.448372,23.4452;113.447951,23.445087;113.446962,23.44487;113.446662,23.444822;113.445256,23.444609;113.444822,23.444549;113.444319,23.444484',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 294,\n",
       "         'polyline': '113.444319,23.444484;113.443368,23.444397;113.442383,23.444353;113.441441,23.444345',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 336,\n",
       "         'polyline': '113.441441,23.444345;113.440747,23.444362;113.4398,23.444414;113.438164,23.444544',\n",
       "         'status': '畅通'}],\n",
       "       'toll_distance': 13918,\n",
       "       'toll_road': '中和里立交',\n",
       "       'tolls': 0},\n",
       "      {'action': '靠左',\n",
       "       'assistant_action': '',\n",
       "       'cities': [{'adcode': '440114',\n",
       "         'citycode': None,\n",
       "         'districts': [],\n",
       "         'name': None}],\n",
       "       'distance': 485,\n",
       "       'duration': 22,\n",
       "       'instruction': '沿G45大广高速出口向西行驶485米靠左',\n",
       "       'orientation': '西',\n",
       "       'polyline': '113.438164,23.444544;113.438056,23.444631;113.437925,23.444666;113.437339,23.444748;113.436892,23.444822;113.435911,23.444987;113.434766,23.4452;113.433542,23.445443',\n",
       "       'road': 'G45大广高速出口',\n",
       "       'tmcs': [{'distance': 485,\n",
       "         'polyline': '113.438164,23.444544;113.438056,23.444631;113.437925,23.444666;113.437339,23.444748;113.436892,23.444822;113.435911,23.444987;113.434766,23.4452;113.433542,23.445443',\n",
       "         'status': '畅通'}],\n",
       "       'toll_distance': 485,\n",
       "       'toll_road': 'G45大广高速出口',\n",
       "       'tolls': 0},\n",
       "      {'action': '向右前方行驶',\n",
       "       'assistant_action': '',\n",
       "       'cities': [{'adcode': '440114',\n",
       "         'citycode': None,\n",
       "         'districts': [],\n",
       "         'name': None},\n",
       "        {'adcode': '440114', 'citycode': None, 'districts': [], 'name': None}],\n",
       "       'distance': 535,\n",
       "       'duration': 35,\n",
       "       'instruction': '沿机场北立交向西行驶535米向右前方行驶',\n",
       "       'orientation': '西',\n",
       "       'polyline': '113.433542,23.445443;113.431901,23.445846;113.431024,23.446098;113.429618,23.446506;113.42852,23.446866',\n",
       "       'road': '机场北立交',\n",
       "       'tmcs': [{'distance': 417,\n",
       "         'polyline': '113.433542,23.445443;113.431901,23.445846;113.431024,23.446098;113.429618,23.446506',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 118,\n",
       "         'polyline': '113.429618,23.446506;113.42852,23.446866',\n",
       "         'status': '畅通'}],\n",
       "       'toll_distance': 535,\n",
       "       'toll_road': '机场北立交',\n",
       "       'tolls': 0},\n",
       "      {'action': '向右前方行驶',\n",
       "       'assistant_action': '进入匝道',\n",
       "       'cities': [{'adcode': '440114',\n",
       "         'citycode': None,\n",
       "         'districts': [],\n",
       "         'name': None},\n",
       "        {'adcode': '440114', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440114', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440114', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440114', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440114', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440114', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440114', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440114', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440114', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440114', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None}],\n",
       "       'distance': 6759,\n",
       "       'duration': 292,\n",
       "       'instruction': '沿机场北立交途径G4京港澳高速向南行驶6.8千米向右前方行驶进入匝道',\n",
       "       'orientation': '南',\n",
       "       'polyline': '113.42852,23.446866;113.428181,23.447053;113.42809,23.447118;113.428008,23.447201;113.427951,23.447296;113.427904,23.447396;113.427878,23.4475;113.427865,23.447604;113.427899,23.447826;113.427938,23.44793;113.42799,23.448008;113.428064,23.44809;113.428151,23.448164;113.428273,23.448234;113.428381,23.448277;113.428498,23.448299;113.428611,23.448307;113.428763,23.448294;113.42888,23.44826;113.429002,23.448203;113.42918,23.448064;113.429249,23.447977;113.429297,23.447878;113.429336,23.447773;113.429349,23.447665;113.429345,23.447556;113.429323,23.447444;113.429227,23.44717;113.429201,23.447036;113.429188,23.446875;113.429028,23.44648;113.428845,23.445977;113.428676,23.445434;113.428568,23.445035;113.428516,23.444822;113.428416,23.444414;113.428268,23.443615;113.428247,23.443429;113.428199,23.442704;113.428177,23.441359;113.428229,23.440516;113.428273,23.440187;113.428346,23.43967;113.428832,23.437122;113.428906,23.436519;113.428954,23.435972;113.42898,23.435356;113.428976,23.434909;113.428937,23.434141;113.428906,23.433837;113.428841,23.433303;113.42872,23.432635;113.428659,23.432344;113.428537,23.431862;113.428316,23.431141;113.428194,23.430794;113.427865,23.429961;113.427391,23.428963;113.426931,23.427995;113.426658,23.427405;113.426285,23.42661;113.425399,23.424718;113.424635,23.42309;113.424527,23.422852;113.424115,23.421901;113.423815,23.421141;113.423433,23.420035;113.423207,23.419288;113.422852,23.417943;113.422778,23.417656;113.422604,23.416775;113.422457,23.415968;113.422266,23.414557;113.42224,23.414184;113.422148,23.413199;113.422114,23.412639;113.422088,23.411862;113.422088,23.411788;113.422105,23.410512;113.422131,23.409718;113.422174,23.409058;113.42224,23.408333;113.422352,23.407439;113.422852,23.404284;113.422951,23.403646;113.423086,23.402543;113.423134,23.401719;113.423173,23.400985;113.423173,23.400877;113.423164,23.400521;113.423142,23.399657;113.423125,23.399262;113.423021,23.398012;113.422925,23.397292;113.422852,23.396879;113.422843,23.396853;113.422717,23.396163;113.422556,23.395247;113.422413,23.39451;113.421793,23.391124',\n",
       "       'road': '机场北立交',\n",
       "       'tmcs': [{'distance': 437,\n",
       "         'polyline': '113.42852,23.446866;113.428181,23.447053;113.42809,23.447118;113.428008,23.447201;113.427951,23.447296;113.427904,23.447396;113.427878,23.4475;113.427865,23.447604;113.427899,23.447826;113.427938,23.44793;113.42799,23.448008;113.428064,23.44809;113.428151,23.448164;113.428273,23.448234;113.428381,23.448277;113.428498,23.448299;113.428611,23.448307;113.428763,23.448294;113.42888,23.44826;113.429002,23.448203;113.42918,23.448064;113.429249,23.447977;113.429297,23.447878;113.429336,23.447773;113.429349,23.447665;113.429345,23.447556;113.429323,23.447444;113.429227,23.44717;113.429201,23.447036;113.429188,23.446875',\n",
       "         'status': '缓行'},\n",
       "        {'distance': 374,\n",
       "         'polyline': '113.429188,23.446875;113.429028,23.44648;113.428845,23.445977;113.428676,23.445434;113.428568,23.445035;113.428516,23.444822;113.428416,23.444414;113.428268,23.443615',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 20,\n",
       "         'polyline': '113.428268,23.443615;113.428247,23.443429',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 771,\n",
       "         'polyline': '113.428247,23.443429;113.428199,23.442704;113.428177,23.441359;113.428229,23.440516;113.428273,23.440187;113.428346,23.43967;113.428832,23.437122;113.428906,23.436519',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 356,\n",
       "         'polyline': '113.428906,23.436519;113.428954,23.435972;113.42898,23.435356;113.428976,23.434909;113.428937,23.434141;113.428906,23.433837;113.428841,23.433303',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 107,\n",
       "         'polyline': '113.428841,23.433303;113.42872,23.432635;113.428659,23.432344',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 276,\n",
       "         'polyline': '113.428659,23.432344;113.428537,23.431862;113.428316,23.431141;113.428194,23.430794;113.427865,23.429961',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 237,\n",
       "         'polyline': '113.427865,23.429961;113.427391,23.428963;113.426931,23.427995',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 167,\n",
       "         'polyline': '113.426931,23.427995;113.426658,23.427405;113.426285,23.42661',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 1445,\n",
       "         'polyline': '113.426285,23.42661;113.425399,23.424718;113.424635,23.42309;113.424527,23.422852;113.424115,23.421901;113.423815,23.421141;113.423433,23.420035;113.423207,23.419288;113.422852,23.417943;113.422778,23.417656;113.422604,23.416775;113.422457,23.415968;113.422266,23.414557;113.42224,23.414184',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 1468,\n",
       "         'polyline': '113.42224,23.414184;113.422148,23.413199;113.422114,23.412639;113.422088,23.411862;113.422088,23.411788;113.422105,23.410512;113.422131,23.409718;113.422174,23.409058;113.42224,23.408333;113.422352,23.407439;113.422852,23.404284;113.422951,23.403646;113.423086,23.402543;113.423134,23.401719;113.423173,23.400985',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 191,\n",
       "         'polyline': '113.423173,23.400985;113.423173,23.400877;113.423164,23.400521;113.423142,23.399657;113.423125,23.399262',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 268,\n",
       "         'polyline': '113.423125,23.399262;113.423021,23.398012;113.422925,23.397292;113.422852,23.396879;113.422843,23.396853',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 179,\n",
       "         'polyline': '113.422843,23.396853;113.422717,23.396163;113.422556,23.395247',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 463,\n",
       "         'polyline': '113.422556,23.395247;113.422413,23.39451;113.421793,23.391124',\n",
       "         'status': '畅通'}],\n",
       "       'toll_distance': 6759,\n",
       "       'toll_road': '机场北立交',\n",
       "       'tolls': 0},\n",
       "      {'action': '减速行驶',\n",
       "       'assistant_action': '到达收费站',\n",
       "       'cities': [{'adcode': '440111',\n",
       "         'citycode': None,\n",
       "         'districts': [],\n",
       "         'name': None}],\n",
       "       'distance': 707,\n",
       "       'duration': 53,\n",
       "       'instruction': '沿G4京港澳高速出口向西南行驶707米减速行驶到达收费站',\n",
       "       'orientation': '西南',\n",
       "       'polyline': '113.421793,23.391124;113.421727,23.391055;113.421693,23.390985;113.421615,23.390803;113.421398,23.389891;113.421385,23.389835;113.421298,23.389622;113.421228,23.389479;113.421111,23.38928;113.421024,23.389149;113.420937,23.389036;113.420829,23.388911;113.420703,23.388785;113.420534,23.388637;113.42026,23.388455;113.419744,23.388168;113.419579,23.388069;113.419431,23.38796;113.41931,23.387843;113.419219,23.387713;113.419158,23.3876;113.419123,23.3875;113.41908,23.387322;113.419062,23.387148;113.419028,23.386563;113.419015,23.386424;113.41895,23.38612;113.418932,23.386016;113.418928,23.385699',\n",
       "       'road': 'G4京港澳高速出口',\n",
       "       'tmcs': [{'distance': 707,\n",
       "         'polyline': '113.421793,23.391124;113.421727,23.391055;113.421693,23.390985;113.421615,23.390803;113.421398,23.389891;113.421385,23.389835;113.421298,23.389622;113.421228,23.389479;113.421111,23.38928;113.421024,23.389149;113.420937,23.389036;113.420829,23.388911;113.420703,23.388785;113.420534,23.388637;113.42026,23.388455;113.419744,23.388168;113.419579,23.388069;113.419431,23.38796;113.41931,23.387843;113.419219,23.387713;113.419158,23.3876;113.419123,23.3875;113.41908,23.387322;113.419062,23.387148;113.419028,23.386563;113.419015,23.386424;113.41895,23.38612;113.418932,23.386016;113.418928,23.385699',\n",
       "         'status': '畅通'}],\n",
       "       'toll_distance': 707,\n",
       "       'toll_road': 'G4京港澳高速出口',\n",
       "       'tolls': 0},\n",
       "      {'action': '向右前方行驶',\n",
       "       'assistant_action': '进入辅路',\n",
       "       'cities': [{'adcode': '440111',\n",
       "         'citycode': None,\n",
       "         'districts': [],\n",
       "         'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None}],\n",
       "       'distance': 654,\n",
       "       'duration': 63,\n",
       "       'instruction': '沿G4京港澳高速出口途径广从公路向西南行驶654米向右前方行驶进入辅路',\n",
       "       'orientation': '西南',\n",
       "       'polyline': '113.418928,23.385699;113.418932,23.385547;113.419002,23.385299;113.419019,23.385187;113.419023,23.385104;113.419028,23.384918;113.418993,23.384253;113.418954,23.384028;113.418845,23.383668;113.418776,23.383468;113.418715,23.383312;113.418681,23.38326;113.418628,23.383186;113.418494,23.38306;113.418108,23.38296;113.417964,23.382917;113.416979,23.382648;113.416458,23.382513;113.415968,23.382378;113.4152,23.38217',\n",
       "       'road': 'G4京港澳高速出口',\n",
       "       'tmcs': [{'distance': 46,\n",
       "         'polyline': '113.418928,23.385699;113.418932,23.385547;113.419002,23.385299',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 259,\n",
       "         'polyline': '113.419002,23.385299;113.419019,23.385187;113.419023,23.385104;113.419028,23.384918;113.418993,23.384253;113.418954,23.384028;113.418845,23.383668;113.418776,23.383468;113.418715,23.383312;113.418681,23.38326;113.418628,23.383186;113.418494,23.38306',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 41,\n",
       "         'polyline': '113.418494,23.38306;113.418108,23.38296',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 16,\n",
       "         'polyline': '113.418108,23.38296;113.417964,23.382917',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 104,\n",
       "         'polyline': '113.417964,23.382917;113.416979,23.382648',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 55,\n",
       "         'polyline': '113.416979,23.382648;113.416458,23.382513',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 52,\n",
       "         'polyline': '113.416458,23.382513;113.415968,23.382378',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 81,\n",
       "         'polyline': '113.415968,23.382378;113.4152,23.38217',\n",
       "         'status': '畅通'}],\n",
       "       'toll_distance': 0,\n",
       "       'toll_road': '',\n",
       "       'tolls': 0},\n",
       "      {'action': '右转',\n",
       "       'assistant_action': '',\n",
       "       'cities': [{'adcode': '440111',\n",
       "         'citycode': None,\n",
       "         'districts': [],\n",
       "         'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None}],\n",
       "       'distance': 513,\n",
       "       'duration': 107,\n",
       "       'instruction': '沿广从公路辅路向西行驶513米右转',\n",
       "       'orientation': '西',\n",
       "       'polyline': '113.4152,23.38217;113.415026,23.382174;113.414909,23.382153;113.414792,23.382127;113.411359,23.381233;113.410994,23.381141;113.410343,23.380959',\n",
       "       'road': '广从公路辅路',\n",
       "       'tmcs': [{'distance': 30,\n",
       "         'polyline': '113.4152,23.38217;113.415026,23.382174;113.414909,23.382153',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 12,\n",
       "         'polyline': '113.414909,23.382153;113.414792,23.382127',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 364,\n",
       "         'polyline': '113.414792,23.382127;113.411359,23.381233',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 38,\n",
       "         'polyline': '113.411359,23.381233;113.410994,23.381141',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 69,\n",
       "         'polyline': '113.410994,23.381141;113.410343,23.380959',\n",
       "         'status': '畅通'}],\n",
       "       'toll_distance': 0,\n",
       "       'toll_road': '',\n",
       "       'tolls': 0},\n",
       "      {'action': '向左前方行驶',\n",
       "       'assistant_action': '',\n",
       "       'cities': [{'adcode': '440111',\n",
       "         'citycode': None,\n",
       "         'districts': [],\n",
       "         'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None}],\n",
       "       'distance': 197,\n",
       "       'duration': 49,\n",
       "       'instruction': '沿福龙路向北行驶197米向左前方行驶',\n",
       "       'orientation': '北',\n",
       "       'polyline': '113.410343,23.380959;113.410265,23.381211;113.41013,23.381623;113.410022,23.381944;113.409909,23.382257;113.409813,23.382526;113.409735,23.382648',\n",
       "       'road': '福龙路',\n",
       "       'tmcs': [{'distance': 29,\n",
       "         'polyline': '113.410343,23.380959;113.410265,23.381211',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 48,\n",
       "         'polyline': '113.410265,23.381211;113.41013,23.381623',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 37,\n",
       "         'polyline': '113.41013,23.381623;113.410022,23.381944',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 36,\n",
       "         'polyline': '113.410022,23.381944;113.409909,23.382257',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 47,\n",
       "         'polyline': '113.409909,23.382257;113.409813,23.382526;113.409735,23.382648',\n",
       "         'status': '畅通'}],\n",
       "       'toll_distance': 0,\n",
       "       'toll_road': '',\n",
       "       'tolls': 0},\n",
       "      {'action': '靠右',\n",
       "       'assistant_action': '',\n",
       "       'cities': [{'adcode': '440111',\n",
       "         'citycode': None,\n",
       "         'districts': [],\n",
       "         'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None}],\n",
       "       'distance': 898,\n",
       "       'duration': 244,\n",
       "       'instruction': '沿福龙路向西北行驶898米靠右',\n",
       "       'orientation': '西北',\n",
       "       'polyline': '113.409735,23.382648;113.40967,23.382713;113.40957,23.38276;113.408247,23.383364;113.407908,23.383507;113.407656,23.38362;113.407326,23.383772;113.40678,23.384015;113.406615,23.384093;113.406289,23.38424;113.40556,23.384579;113.405295,23.38464;113.405104,23.384757;113.4049,23.384857;113.404766,23.384909;113.404531,23.385013;113.403294,23.385569;113.402925,23.385738;113.402135,23.386107;113.402023,23.386137;113.401766,23.38615',\n",
       "       'road': '福龙路',\n",
       "       'tmcs': [{'distance': 21,\n",
       "         'polyline': '113.409735,23.382648;113.40967,23.382713;113.40957,23.38276',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 150,\n",
       "         'polyline': '113.40957,23.38276;113.408247,23.383364',\n",
       "         'status': '缓行'},\n",
       "        {'distance': 37,\n",
       "         'polyline': '113.408247,23.383364;113.407908,23.383507',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 28,\n",
       "         'polyline': '113.407908,23.383507;113.407656,23.38362',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 38,\n",
       "         'polyline': '113.407656,23.38362;113.407326,23.383772',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 62,\n",
       "         'polyline': '113.407326,23.383772;113.40678,23.384015',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 18,\n",
       "         'polyline': '113.40678,23.384015;113.406615,23.384093',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 37,\n",
       "         'polyline': '113.406615,23.384093;113.406289,23.38424',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 83,\n",
       "         'polyline': '113.406289,23.38424;113.40556,23.384579',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 74,\n",
       "         'polyline': '113.40556,23.384579;113.405295,23.38464;113.405104,23.384757;113.4049,23.384857',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 14,\n",
       "         'polyline': '113.4049,23.384857;113.404766,23.384909',\n",
       "         'status': '缓行'},\n",
       "        {'distance': 27,\n",
       "         'polyline': '113.404766,23.384909;113.404531,23.385013',\n",
       "         'status': '缓行'},\n",
       "        {'distance': 139,\n",
       "         'polyline': '113.404531,23.385013;113.403294,23.385569',\n",
       "         'status': '缓行'},\n",
       "        {'distance': 42,\n",
       "         'polyline': '113.403294,23.385569;113.402925,23.385738',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 102,\n",
       "         'polyline': '113.402925,23.385738;113.402135,23.386107;113.402023,23.386137',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 26,\n",
       "         'polyline': '113.402023,23.386137;113.401766,23.38615',\n",
       "         'status': '畅通'}],\n",
       "       'toll_distance': 0,\n",
       "       'toll_road': '',\n",
       "       'tolls': 0},\n",
       "      {'action': '向左前方行驶',\n",
       "       'assistant_action': '',\n",
       "       'cities': [{'adcode': '440111',\n",
       "         'citycode': None,\n",
       "         'districts': [],\n",
       "         'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None}],\n",
       "       'distance': 1069,\n",
       "       'duration': 119,\n",
       "       'instruction': '沿钟车路向西北行驶1.1千米向左前方行驶',\n",
       "       'orientation': '西北',\n",
       "       'polyline': '113.401766,23.38615;113.401415,23.386211;113.401141,23.386233;113.400877,23.386263;113.40079,23.386276;113.400299,23.386389;113.399735,23.386563;113.399258,23.38674;113.398112,23.387326;113.397652,23.387561;113.396753,23.388121;113.396111,23.388511;113.395534,23.388859;113.39513,23.389128;113.394692,23.389444;113.394449,23.389622;113.39408,23.389891;113.392878,23.390764;113.392752,23.390855;113.392695,23.390911',\n",
       "       'road': '钟车路',\n",
       "       'tmcs': [{'distance': 64,\n",
       "         'polyline': '113.401766,23.38615;113.401415,23.386211;113.401141,23.386233',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 149,\n",
       "         'polyline': '113.401141,23.386233;113.400877,23.386263;113.40079,23.386276;113.400299,23.386389;113.399735,23.386563',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 186,\n",
       "         'polyline': '113.399735,23.386563;113.399258,23.38674;113.398112,23.387326',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 53,\n",
       "         'polyline': '113.398112,23.387326;113.397652,23.387561',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 110,\n",
       "         'polyline': '113.397652,23.387561;113.396753,23.388121',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 78,\n",
       "         'polyline': '113.396753,23.388121;113.396111,23.388511',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 178,\n",
       "         'polyline': '113.396111,23.388511;113.395534,23.388859;113.39513,23.389128;113.394692,23.389444',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 31,\n",
       "         'polyline': '113.394692,23.389444;113.394449,23.389622',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 204,\n",
       "         'polyline': '113.394449,23.389622;113.39408,23.389891;113.392878,23.390764',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 16,\n",
       "         'polyline': '113.392878,23.390764;113.392752,23.390855;113.392695,23.390911',\n",
       "         'status': '畅通'}],\n",
       "       'toll_distance': 0,\n",
       "       'toll_road': '',\n",
       "       'tolls': 0},\n",
       "      {'action': '右转',\n",
       "       'assistant_action': '',\n",
       "       'cities': [{'adcode': '440111',\n",
       "         'citycode': None,\n",
       "         'districts': [],\n",
       "         'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None}],\n",
       "       'distance': 845,\n",
       "       'duration': 102,\n",
       "       'instruction': '沿龙岗双龙路向西行驶845米右转',\n",
       "       'orientation': '西',\n",
       "       'polyline': '113.392695,23.390911;113.392088,23.390898;113.391944,23.390868;113.391007,23.390846;113.390938,23.390872;113.390122,23.390903;113.389531,23.390937;113.387669,23.391098;113.387378,23.391124;113.387153,23.391146;113.38638,23.391259;113.386215,23.391298;113.385764,23.39145;113.385556,23.391541;113.385378,23.391641;113.384913,23.391936;113.384479,23.392305',\n",
       "       'road': '龙岗双龙路',\n",
       "       'tmcs': [{'distance': 77,\n",
       "         'polyline': '113.392695,23.390911;113.392088,23.390898;113.391944,23.390868',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 96,\n",
       "         'polyline': '113.391944,23.390868;113.391007,23.390846;113.390938,23.390872',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 83,\n",
       "         'polyline': '113.390938,23.390872;113.390122,23.390903',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 60,\n",
       "         'polyline': '113.390122,23.390903;113.389531,23.390937',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 190,\n",
       "         'polyline': '113.389531,23.390937;113.387669,23.391098',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 30,\n",
       "         'polyline': '113.387669,23.391098;113.387378,23.391124;113.387153,23.391146',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 80,\n",
       "         'polyline': '113.387153,23.391146;113.38638,23.391259',\n",
       "         'status': '畅通'},\n",
       "        {'distance': 229,\n",
       "         'polyline': '113.38638,23.391259;113.386215,23.391298;113.385764,23.39145;113.385556,23.391541;113.385378,23.391641;113.384913,23.391936;113.384479,23.392305',\n",
       "         'status': '畅通'}],\n",
       "       'toll_distance': 0,\n",
       "       'toll_road': '',\n",
       "       'tolls': 0},\n",
       "      {'action': '左转',\n",
       "       'assistant_action': '',\n",
       "       'cities': [{'adcode': '440111',\n",
       "         'citycode': None,\n",
       "         'districts': [],\n",
       "         'name': None},\n",
       "        {'adcode': '440111', 'citycode': None, 'districts': [], 'name': None}],\n",
       "       'distance': 18,\n",
       "       'duration': 13,\n",
       "       'instruction': '向东北行驶18米左转',\n",
       "       'orientation': '东北',\n",
       "       'polyline': '113.384479,23.392305;113.384579,23.392352;113.384644,23.392383',\n",
       "       'road': None,\n",
       "       'tmcs': [{'distance': 11,\n",
       "         'polyline': '113.384479,23.392305;113.384579,23.392352',\n",
       "         'status': '未知'},\n",
       "        {'distance': 7,\n",
       "         'polyline': '113.384579,23.392352;113.384644,23.392383',\n",
       "         'status': '未知'}],\n",
       "       'toll_distance': 0,\n",
       "       'toll_road': '',\n",
       "       'tolls': 0},\n",
       "      {'action': '',\n",
       "       'assistant_action': '到达目的地',\n",
       "       'cities': [{'adcode': '440111',\n",
       "         'citycode': None,\n",
       "         'districts': [],\n",
       "         'name': None}],\n",
       "       'distance': 7,\n",
       "       'duration': 3,\n",
       "       'instruction': '向西北行驶7米到达目的地',\n",
       "       'orientation': '西北',\n",
       "       'polyline': '113.384644,23.392383;113.384601,23.392431',\n",
       "       'road': None,\n",
       "       'tmcs': [{'distance': 7,\n",
       "         'polyline': '113.384644,23.392383;113.384601,23.392431',\n",
       "         'status': '未知'}],\n",
       "       'toll_distance': 0,\n",
       "       'toll_road': '',\n",
       "       'tolls': 0}],\n",
       "     'strategy': '避免拥堵',\n",
       "     'toll_distance': 27242,\n",
       "     'tolls': 30,\n",
       "     'traffic_lights': 15}]},\n",
       "  'count': 2},\n",
       " 'errcode': 0,\n",
       " 'errdetail': None,\n",
       " 'errmsg': 'OK',\n",
       " 'ext': None}"
      ]
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "truck(my_key,origin=results_起始点,destination=results_终点,size=2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>action</th>\n",
       "      <th>assistant_action</th>\n",
       "      <th>cities</th>\n",
       "      <th>distance</th>\n",
       "      <th>duration</th>\n",
       "      <th>instruction</th>\n",
       "      <th>orientation</th>\n",
       "      <th>polyline</th>\n",
       "      <th>road</th>\n",
       "      <th>tmcs</th>\n",
       "      <th>toll_distance</th>\n",
       "      <th>toll_road</th>\n",
       "      <th>tolls</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>向左前方行驶</td>\n",
       "      <td></td>\n",
       "      <td>[{'adcode': '440117', 'citycode': None, 'distr...</td>\n",
       "      <td>122</td>\n",
       "      <td>31</td>\n",
       "      <td>向北行驶122米向左前方行驶</td>\n",
       "      <td>北</td>\n",
       "      <td>113.679596,23.632574;113.679596,23.632856;113....</td>\n",
       "      <td>None</td>\n",
       "      <td>[{'distance': 31, 'polyline': '113.679596,23.6...</td>\n",
       "      <td>0</td>\n",
       "      <td></td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>向左前方行驶</td>\n",
       "      <td></td>\n",
       "      <td>[{'adcode': '440117', 'citycode': None, 'distr...</td>\n",
       "      <td>79</td>\n",
       "      <td>21</td>\n",
       "      <td>沿博学路向北行驶79米向左前方行驶</td>\n",
       "      <td>北</td>\n",
       "      <td>113.679648,23.633689;113.679549,23.633967;113....</td>\n",
       "      <td>博学路</td>\n",
       "      <td>[{'distance': 32, 'polyline': '113.679648,23.6...</td>\n",
       "      <td>0</td>\n",
       "      <td></td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>左转</td>\n",
       "      <td></td>\n",
       "      <td>[{'adcode': '440117', 'citycode': None, 'distr...</td>\n",
       "      <td>118</td>\n",
       "      <td>29</td>\n",
       "      <td>沿博学路向西北行驶118米左转</td>\n",
       "      <td>西北</td>\n",
       "      <td>113.679375,23.634358;113.679249,23.634479;113....</td>\n",
       "      <td>博学路</td>\n",
       "      <td>[{'distance': 19, 'polyline': '113.679375,23.6...</td>\n",
       "      <td>0</td>\n",
       "      <td></td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>右转</td>\n",
       "      <td></td>\n",
       "      <td>[{'adcode': '440117', 'citycode': None, 'distr...</td>\n",
       "      <td>163</td>\n",
       "      <td>34</td>\n",
       "      <td>沿博学路向西行驶163米右转</td>\n",
       "      <td>西</td>\n",
       "      <td>113.678555,23.635109;113.677856,23.635087;113....</td>\n",
       "      <td>博学路</td>\n",
       "      <td>[{'distance': 106, 'polyline': '113.678555,23....</td>\n",
       "      <td>0</td>\n",
       "      <td></td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>右转</td>\n",
       "      <td></td>\n",
       "      <td>[{'adcode': '440117', 'citycode': None, 'distr...</td>\n",
       "      <td>33</td>\n",
       "      <td>12</td>\n",
       "      <td>沿博学路向西行驶33米右转</td>\n",
       "      <td>西</td>\n",
       "      <td>113.677083,23.634661;113.677027,23.634701;113....</td>\n",
       "      <td>博学路</td>\n",
       "      <td>[{'distance': 33, 'polyline': '113.677083,23.6...</td>\n",
       "      <td>0</td>\n",
       "      <td></td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>右转</td>\n",
       "      <td></td>\n",
       "      <td>[{'adcode': '440117', 'citycode': None, 'distr...</td>\n",
       "      <td>1265</td>\n",
       "      <td>276</td>\n",
       "      <td>沿中山路向西北行驶1.3千米右转</td>\n",
       "      <td>西北</td>\n",
       "      <td>113.676788,23.634657;113.675265,23.636128;113....</td>\n",
       "      <td>中山路</td>\n",
       "      <td>[{'distance': 576, 'polyline': '113.676788,23....</td>\n",
       "      <td>0</td>\n",
       "      <td></td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>左转调头</td>\n",
       "      <td></td>\n",
       "      <td>[{'adcode': '440117', 'citycode': None, 'distr...</td>\n",
       "      <td>605</td>\n",
       "      <td>59</td>\n",
       "      <td>沿温泉大道向东北行驶605米左转调头</td>\n",
       "      <td>东北</td>\n",
       "      <td>113.671428,23.644045;113.671636,23.644162;113....</td>\n",
       "      <td>温泉大道</td>\n",
       "      <td>[{'distance': 25, 'polyline': '113.671428,23.6...</td>\n",
       "      <td>0</td>\n",
       "      <td></td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>向右前方行驶</td>\n",
       "      <td>进入匝道</td>\n",
       "      <td>[{'adcode': '440117', 'citycode': None, 'distr...</td>\n",
       "      <td>916</td>\n",
       "      <td>65</td>\n",
       "      <td>沿温泉大道向西南行驶916米向右前方行驶进入匝道</td>\n",
       "      <td>西南</td>\n",
       "      <td>113.676367,23.647088;113.675964,23.646745;113....</td>\n",
       "      <td>温泉大道</td>\n",
       "      <td>[{'distance': 165, 'polyline': '113.676367,23....</td>\n",
       "      <td>0</td>\n",
       "      <td></td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>减速行驶</td>\n",
       "      <td>到达收费站</td>\n",
       "      <td>[{'adcode': '440117', 'citycode': None, 'distr...</td>\n",
       "      <td>836</td>\n",
       "      <td>72</td>\n",
       "      <td>沿G45大广高速入口向西南行驶836米减速行驶到达收费站</td>\n",
       "      <td>西南</td>\n",
       "      <td>113.668776,23.642674;113.668546,23.642578;113....</td>\n",
       "      <td>G45大广高速入口</td>\n",
       "      <td>[{'distance': 761, 'polyline': '113.668776,23....</td>\n",
       "      <td>0</td>\n",
       "      <td></td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>靠左</td>\n",
       "      <td></td>\n",
       "      <td>[{'adcode': '440117', 'citycode': None, 'distr...</td>\n",
       "      <td>49</td>\n",
       "      <td>6</td>\n",
       "      <td>沿G45大广高速入口向南行驶49米靠左</td>\n",
       "      <td>南</td>\n",
       "      <td>113.666063,23.637999;113.666033,23.637548</td>\n",
       "      <td>G45大广高速入口</td>\n",
       "      <td>[{'distance': 49, 'polyline': '113.666063,23.6...</td>\n",
       "      <td>49</td>\n",
       "      <td>G45大广高速入口</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>直行</td>\n",
       "      <td>进入隧道</td>\n",
       "      <td>[{'adcode': '440117', 'citycode': None, 'distr...</td>\n",
       "      <td>1741</td>\n",
       "      <td>87</td>\n",
       "      <td>沿G45大广高速入口途径G45大广高速向西南行驶1.7千米直行进入隧道</td>\n",
       "      <td>西南</td>\n",
       "      <td>113.666033,23.637548;113.666046,23.637448;113....</td>\n",
       "      <td>G45大广高速入口</td>\n",
       "      <td>[{'distance': 664, 'polyline': '113.666033,23....</td>\n",
       "      <td>1741</td>\n",
       "      <td>G45大广高速入口</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>直行</td>\n",
       "      <td>进入隧道</td>\n",
       "      <td>[{'adcode': '440117', 'citycode': None, 'distr...</td>\n",
       "      <td>8576</td>\n",
       "      <td>318</td>\n",
       "      <td>沿牛步迳隧道途径温泉流溪河特大桥、G45大广高速向西南行驶8.6千米直行进入隧道</td>\n",
       "      <td>西南</td>\n",
       "      <td>113.656667,23.6251;113.656471,23.624657;113.65...</td>\n",
       "      <td>牛步迳隧道</td>\n",
       "      <td>[{'distance': 494, 'polyline': '113.656667,23....</td>\n",
       "      <td>8576</td>\n",
       "      <td>牛步迳隧道</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>直行</td>\n",
       "      <td>进入隧道</td>\n",
       "      <td>[{'adcode': '440117', 'citycode': None, 'distr...</td>\n",
       "      <td>7814</td>\n",
       "      <td>294</td>\n",
       "      <td>沿明珠隧道途径G45大广高速向西南行驶7.8千米直行进入隧道</td>\n",
       "      <td>西南</td>\n",
       "      <td>113.589965,23.583819;113.589345,23.583633;113....</td>\n",
       "      <td>明珠隧道</td>\n",
       "      <td>[{'distance': 699, 'polyline': '113.589965,23....</td>\n",
       "      <td>7814</td>\n",
       "      <td>明珠隧道</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>向右前方行驶</td>\n",
       "      <td>进入匝道</td>\n",
       "      <td>[{'adcode': '440117', 'citycode': None, 'distr...</td>\n",
       "      <td>15626</td>\n",
       "      <td>640</td>\n",
       "      <td>沿耙齿影隧道途径G45大广高速、牛心岭大桥向西南行驶15.6千米向右前方行驶进入匝道</td>\n",
       "      <td>西南</td>\n",
       "      <td>113.541775,23.5374;113.541359,23.536285;113.54...</td>\n",
       "      <td>耙齿影隧道</td>\n",
       "      <td>[{'distance': 510, 'polyline': '113.541775,23....</td>\n",
       "      <td>15626</td>\n",
       "      <td>耙齿影隧道</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>靠左</td>\n",
       "      <td></td>\n",
       "      <td>[{'adcode': '440114', 'citycode': None, 'distr...</td>\n",
       "      <td>485</td>\n",
       "      <td>22</td>\n",
       "      <td>沿G45大广高速出口向西行驶485米靠左</td>\n",
       "      <td>西</td>\n",
       "      <td>113.438164,23.444544;113.438056,23.444631;113....</td>\n",
       "      <td>G45大广高速出口</td>\n",
       "      <td>[{'distance': 485, 'polyline': '113.438164,23....</td>\n",
       "      <td>485</td>\n",
       "      <td>G45大广高速出口</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>向右前方行驶</td>\n",
       "      <td></td>\n",
       "      <td>[{'adcode': '440114', 'citycode': None, 'distr...</td>\n",
       "      <td>535</td>\n",
       "      <td>35</td>\n",
       "      <td>沿机场北立交向西行驶535米向右前方行驶</td>\n",
       "      <td>西</td>\n",
       "      <td>113.433542,23.445443;113.431901,23.445846;113....</td>\n",
       "      <td>机场北立交</td>\n",
       "      <td>[{'distance': 417, 'polyline': '113.433542,23....</td>\n",
       "      <td>535</td>\n",
       "      <td>机场北立交</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>向右前方行驶</td>\n",
       "      <td>进入匝道</td>\n",
       "      <td>[{'adcode': '440114', 'citycode': None, 'distr...</td>\n",
       "      <td>6759</td>\n",
       "      <td>292</td>\n",
       "      <td>沿机场北立交途径G4京港澳高速向南行驶6.8千米向右前方行驶进入匝道</td>\n",
       "      <td>南</td>\n",
       "      <td>113.42852,23.446866;113.428181,23.447053;113.4...</td>\n",
       "      <td>机场北立交</td>\n",
       "      <td>[{'distance': 437, 'polyline': '113.42852,23.4...</td>\n",
       "      <td>6759</td>\n",
       "      <td>机场北立交</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>减速行驶</td>\n",
       "      <td>到达收费站</td>\n",
       "      <td>[{'adcode': '440111', 'citycode': None, 'distr...</td>\n",
       "      <td>707</td>\n",
       "      <td>53</td>\n",
       "      <td>沿G4京港澳高速出口向西南行驶707米减速行驶到达收费站</td>\n",
       "      <td>西南</td>\n",
       "      <td>113.421793,23.391124;113.421727,23.391055;113....</td>\n",
       "      <td>G4京港澳高速出口</td>\n",
       "      <td>[{'distance': 707, 'polyline': '113.421793,23....</td>\n",
       "      <td>707</td>\n",
       "      <td>G4京港澳高速出口</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>向右前方行驶</td>\n",
       "      <td>进入辅路</td>\n",
       "      <td>[{'adcode': '440111', 'citycode': None, 'distr...</td>\n",
       "      <td>654</td>\n",
       "      <td>61</td>\n",
       "      <td>沿G4京港澳高速出口途径广从公路向西南行驶654米向右前方行驶进入辅路</td>\n",
       "      <td>西南</td>\n",
       "      <td>113.418928,23.385699;113.418932,23.385547;113....</td>\n",
       "      <td>G4京港澳高速出口</td>\n",
       "      <td>[{'distance': 46, 'polyline': '113.418928,23.3...</td>\n",
       "      <td>0</td>\n",
       "      <td></td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>右转</td>\n",
       "      <td></td>\n",
       "      <td>[{'adcode': '440111', 'citycode': None, 'distr...</td>\n",
       "      <td>513</td>\n",
       "      <td>111</td>\n",
       "      <td>沿广从公路辅路向西行驶513米右转</td>\n",
       "      <td>西</td>\n",
       "      <td>113.4152,23.38217;113.415026,23.382174;113.414...</td>\n",
       "      <td>广从公路辅路</td>\n",
       "      <td>[{'distance': 30, 'polyline': '113.4152,23.382...</td>\n",
       "      <td>0</td>\n",
       "      <td></td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>向左前方行驶</td>\n",
       "      <td></td>\n",
       "      <td>[{'adcode': '440111', 'citycode': None, 'distr...</td>\n",
       "      <td>197</td>\n",
       "      <td>49</td>\n",
       "      <td>沿福龙路向北行驶197米向左前方行驶</td>\n",
       "      <td>北</td>\n",
       "      <td>113.410343,23.380959;113.410265,23.381211;113....</td>\n",
       "      <td>福龙路</td>\n",
       "      <td>[{'distance': 29, 'polyline': '113.410343,23.3...</td>\n",
       "      <td>0</td>\n",
       "      <td></td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>靠右</td>\n",
       "      <td></td>\n",
       "      <td>[{'adcode': '440111', 'citycode': None, 'distr...</td>\n",
       "      <td>898</td>\n",
       "      <td>240</td>\n",
       "      <td>沿福龙路向西北行驶898米靠右</td>\n",
       "      <td>西北</td>\n",
       "      <td>113.409735,23.382648;113.40967,23.382713;113.4...</td>\n",
       "      <td>福龙路</td>\n",
       "      <td>[{'distance': 21, 'polyline': '113.409735,23.3...</td>\n",
       "      <td>0</td>\n",
       "      <td></td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>向左前方行驶</td>\n",
       "      <td></td>\n",
       "      <td>[{'adcode': '440111', 'citycode': None, 'distr...</td>\n",
       "      <td>1069</td>\n",
       "      <td>113</td>\n",
       "      <td>沿钟车路向西北行驶1.1千米向左前方行驶</td>\n",
       "      <td>西北</td>\n",
       "      <td>113.401766,23.38615;113.401415,23.386211;113.4...</td>\n",
       "      <td>钟车路</td>\n",
       "      <td>[{'distance': 64, 'polyline': '113.401766,23.3...</td>\n",
       "      <td>0</td>\n",
       "      <td></td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>右转</td>\n",
       "      <td></td>\n",
       "      <td>[{'adcode': '440111', 'citycode': None, 'distr...</td>\n",
       "      <td>845</td>\n",
       "      <td>100</td>\n",
       "      <td>沿龙岗双龙路向西行驶845米右转</td>\n",
       "      <td>西</td>\n",
       "      <td>113.392695,23.390911;113.392088,23.390898;113....</td>\n",
       "      <td>龙岗双龙路</td>\n",
       "      <td>[{'distance': 77, 'polyline': '113.392695,23.3...</td>\n",
       "      <td>0</td>\n",
       "      <td></td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>左转</td>\n",
       "      <td></td>\n",
       "      <td>[{'adcode': '440111', 'citycode': None, 'distr...</td>\n",
       "      <td>18</td>\n",
       "      <td>11</td>\n",
       "      <td>向东北行驶18米左转</td>\n",
       "      <td>东北</td>\n",
       "      <td>113.384479,23.392305;113.384579,23.392352;113....</td>\n",
       "      <td>None</td>\n",
       "      <td>[{'distance': 11, 'polyline': '113.384479,23.3...</td>\n",
       "      <td>0</td>\n",
       "      <td></td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td></td>\n",
       "      <td>到达目的地</td>\n",
       "      <td>[{'adcode': '440111', 'citycode': None, 'distr...</td>\n",
       "      <td>7</td>\n",
       "      <td>3</td>\n",
       "      <td>向西北行驶7米到达目的地</td>\n",
       "      <td>西北</td>\n",
       "      <td>113.384644,23.392383;113.384601,23.392431</td>\n",
       "      <td>None</td>\n",
       "      <td>[{'distance': 7, 'polyline': '113.384644,23.39...</td>\n",
       "      <td>0</td>\n",
       "      <td></td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    action assistant_action  \\\n",
       "0   向左前方行驶                    \n",
       "1   向左前方行驶                    \n",
       "2       左转                    \n",
       "3       右转                    \n",
       "4       右转                    \n",
       "5       右转                    \n",
       "6     左转调头                    \n",
       "7   向右前方行驶             进入匝道   \n",
       "8     减速行驶            到达收费站   \n",
       "9       靠左                    \n",
       "10      直行             进入隧道   \n",
       "11      直行             进入隧道   \n",
       "12      直行             进入隧道   \n",
       "13  向右前方行驶             进入匝道   \n",
       "14      靠左                    \n",
       "15  向右前方行驶                    \n",
       "16  向右前方行驶             进入匝道   \n",
       "17    减速行驶            到达收费站   \n",
       "18  向右前方行驶             进入辅路   \n",
       "19      右转                    \n",
       "20  向左前方行驶                    \n",
       "21      靠右                    \n",
       "22  向左前方行驶                    \n",
       "23      右转                    \n",
       "24      左转                    \n",
       "25                    到达目的地   \n",
       "\n",
       "                                               cities  distance  duration  \\\n",
       "0   [{'adcode': '440117', 'citycode': None, 'distr...       122        31   \n",
       "1   [{'adcode': '440117', 'citycode': None, 'distr...        79        21   \n",
       "2   [{'adcode': '440117', 'citycode': None, 'distr...       118        29   \n",
       "3   [{'adcode': '440117', 'citycode': None, 'distr...       163        34   \n",
       "4   [{'adcode': '440117', 'citycode': None, 'distr...        33        12   \n",
       "5   [{'adcode': '440117', 'citycode': None, 'distr...      1265       276   \n",
       "6   [{'adcode': '440117', 'citycode': None, 'distr...       605        59   \n",
       "7   [{'adcode': '440117', 'citycode': None, 'distr...       916        65   \n",
       "8   [{'adcode': '440117', 'citycode': None, 'distr...       836        72   \n",
       "9   [{'adcode': '440117', 'citycode': None, 'distr...        49         6   \n",
       "10  [{'adcode': '440117', 'citycode': None, 'distr...      1741        87   \n",
       "11  [{'adcode': '440117', 'citycode': None, 'distr...      8576       318   \n",
       "12  [{'adcode': '440117', 'citycode': None, 'distr...      7814       294   \n",
       "13  [{'adcode': '440117', 'citycode': None, 'distr...     15626       640   \n",
       "14  [{'adcode': '440114', 'citycode': None, 'distr...       485        22   \n",
       "15  [{'adcode': '440114', 'citycode': None, 'distr...       535        35   \n",
       "16  [{'adcode': '440114', 'citycode': None, 'distr...      6759       292   \n",
       "17  [{'adcode': '440111', 'citycode': None, 'distr...       707        53   \n",
       "18  [{'adcode': '440111', 'citycode': None, 'distr...       654        61   \n",
       "19  [{'adcode': '440111', 'citycode': None, 'distr...       513       111   \n",
       "20  [{'adcode': '440111', 'citycode': None, 'distr...       197        49   \n",
       "21  [{'adcode': '440111', 'citycode': None, 'distr...       898       240   \n",
       "22  [{'adcode': '440111', 'citycode': None, 'distr...      1069       113   \n",
       "23  [{'adcode': '440111', 'citycode': None, 'distr...       845       100   \n",
       "24  [{'adcode': '440111', 'citycode': None, 'distr...        18        11   \n",
       "25  [{'adcode': '440111', 'citycode': None, 'distr...         7         3   \n",
       "\n",
       "                                   instruction orientation  \\\n",
       "0                               向北行驶122米向左前方行驶           北   \n",
       "1                            沿博学路向北行驶79米向左前方行驶           北   \n",
       "2                              沿博学路向西北行驶118米左转          西北   \n",
       "3                               沿博学路向西行驶163米右转           西   \n",
       "4                                沿博学路向西行驶33米右转           西   \n",
       "5                             沿中山路向西北行驶1.3千米右转          西北   \n",
       "6                           沿温泉大道向东北行驶605米左转调头          东北   \n",
       "7                     沿温泉大道向西南行驶916米向右前方行驶进入匝道          西南   \n",
       "8                 沿G45大广高速入口向西南行驶836米减速行驶到达收费站          西南   \n",
       "9                          沿G45大广高速入口向南行驶49米靠左           南   \n",
       "10         沿G45大广高速入口途径G45大广高速向西南行驶1.7千米直行进入隧道          西南   \n",
       "11    沿牛步迳隧道途径温泉流溪河特大桥、G45大广高速向西南行驶8.6千米直行进入隧道          西南   \n",
       "12              沿明珠隧道途径G45大广高速向西南行驶7.8千米直行进入隧道          西南   \n",
       "13  沿耙齿影隧道途径G45大广高速、牛心岭大桥向西南行驶15.6千米向右前方行驶进入匝道          西南   \n",
       "14                        沿G45大广高速出口向西行驶485米靠左           西   \n",
       "15                        沿机场北立交向西行驶535米向右前方行驶           西   \n",
       "16          沿机场北立交途径G4京港澳高速向南行驶6.8千米向右前方行驶进入匝道           南   \n",
       "17                沿G4京港澳高速出口向西南行驶707米减速行驶到达收费站          西南   \n",
       "18         沿G4京港澳高速出口途径广从公路向西南行驶654米向右前方行驶进入辅路          西南   \n",
       "19                           沿广从公路辅路向西行驶513米右转           西   \n",
       "20                          沿福龙路向北行驶197米向左前方行驶           北   \n",
       "21                             沿福龙路向西北行驶898米靠右          西北   \n",
       "22                        沿钟车路向西北行驶1.1千米向左前方行驶          西北   \n",
       "23                            沿龙岗双龙路向西行驶845米右转           西   \n",
       "24                                  向东北行驶18米左转          东北   \n",
       "25                                向西北行驶7米到达目的地          西北   \n",
       "\n",
       "                                             polyline       road  \\\n",
       "0   113.679596,23.632574;113.679596,23.632856;113....       None   \n",
       "1   113.679648,23.633689;113.679549,23.633967;113....        博学路   \n",
       "2   113.679375,23.634358;113.679249,23.634479;113....        博学路   \n",
       "3   113.678555,23.635109;113.677856,23.635087;113....        博学路   \n",
       "4   113.677083,23.634661;113.677027,23.634701;113....        博学路   \n",
       "5   113.676788,23.634657;113.675265,23.636128;113....        中山路   \n",
       "6   113.671428,23.644045;113.671636,23.644162;113....       温泉大道   \n",
       "7   113.676367,23.647088;113.675964,23.646745;113....       温泉大道   \n",
       "8   113.668776,23.642674;113.668546,23.642578;113....  G45大广高速入口   \n",
       "9           113.666063,23.637999;113.666033,23.637548  G45大广高速入口   \n",
       "10  113.666033,23.637548;113.666046,23.637448;113....  G45大广高速入口   \n",
       "11  113.656667,23.6251;113.656471,23.624657;113.65...      牛步迳隧道   \n",
       "12  113.589965,23.583819;113.589345,23.583633;113....       明珠隧道   \n",
       "13  113.541775,23.5374;113.541359,23.536285;113.54...      耙齿影隧道   \n",
       "14  113.438164,23.444544;113.438056,23.444631;113....  G45大广高速出口   \n",
       "15  113.433542,23.445443;113.431901,23.445846;113....      机场北立交   \n",
       "16  113.42852,23.446866;113.428181,23.447053;113.4...      机场北立交   \n",
       "17  113.421793,23.391124;113.421727,23.391055;113....  G4京港澳高速出口   \n",
       "18  113.418928,23.385699;113.418932,23.385547;113....  G4京港澳高速出口   \n",
       "19  113.4152,23.38217;113.415026,23.382174;113.414...     广从公路辅路   \n",
       "20  113.410343,23.380959;113.410265,23.381211;113....        福龙路   \n",
       "21  113.409735,23.382648;113.40967,23.382713;113.4...        福龙路   \n",
       "22  113.401766,23.38615;113.401415,23.386211;113.4...        钟车路   \n",
       "23  113.392695,23.390911;113.392088,23.390898;113....      龙岗双龙路   \n",
       "24  113.384479,23.392305;113.384579,23.392352;113....       None   \n",
       "25          113.384644,23.392383;113.384601,23.392431       None   \n",
       "\n",
       "                                                 tmcs  toll_distance  \\\n",
       "0   [{'distance': 31, 'polyline': '113.679596,23.6...              0   \n",
       "1   [{'distance': 32, 'polyline': '113.679648,23.6...              0   \n",
       "2   [{'distance': 19, 'polyline': '113.679375,23.6...              0   \n",
       "3   [{'distance': 106, 'polyline': '113.678555,23....              0   \n",
       "4   [{'distance': 33, 'polyline': '113.677083,23.6...              0   \n",
       "5   [{'distance': 576, 'polyline': '113.676788,23....              0   \n",
       "6   [{'distance': 25, 'polyline': '113.671428,23.6...              0   \n",
       "7   [{'distance': 165, 'polyline': '113.676367,23....              0   \n",
       "8   [{'distance': 761, 'polyline': '113.668776,23....              0   \n",
       "9   [{'distance': 49, 'polyline': '113.666063,23.6...             49   \n",
       "10  [{'distance': 664, 'polyline': '113.666033,23....           1741   \n",
       "11  [{'distance': 494, 'polyline': '113.656667,23....           8576   \n",
       "12  [{'distance': 699, 'polyline': '113.589965,23....           7814   \n",
       "13  [{'distance': 510, 'polyline': '113.541775,23....          15626   \n",
       "14  [{'distance': 485, 'polyline': '113.438164,23....            485   \n",
       "15  [{'distance': 417, 'polyline': '113.433542,23....            535   \n",
       "16  [{'distance': 437, 'polyline': '113.42852,23.4...           6759   \n",
       "17  [{'distance': 707, 'polyline': '113.421793,23....            707   \n",
       "18  [{'distance': 46, 'polyline': '113.418928,23.3...              0   \n",
       "19  [{'distance': 30, 'polyline': '113.4152,23.382...              0   \n",
       "20  [{'distance': 29, 'polyline': '113.410343,23.3...              0   \n",
       "21  [{'distance': 21, 'polyline': '113.409735,23.3...              0   \n",
       "22  [{'distance': 64, 'polyline': '113.401766,23.3...              0   \n",
       "23  [{'distance': 77, 'polyline': '113.392695,23.3...              0   \n",
       "24  [{'distance': 11, 'polyline': '113.384479,23.3...              0   \n",
       "25  [{'distance': 7, 'polyline': '113.384644,23.39...              0   \n",
       "\n",
       "    toll_road  tolls  \n",
       "0                  0  \n",
       "1                  0  \n",
       "2                  0  \n",
       "3                  0  \n",
       "4                  0  \n",
       "5                  0  \n",
       "6                  0  \n",
       "7                  0  \n",
       "8                  0  \n",
       "9   G45大广高速入口      0  \n",
       "10  G45大广高速入口      0  \n",
       "11      牛步迳隧道      0  \n",
       "12       明珠隧道      0  \n",
       "13      耙齿影隧道      0  \n",
       "14  G45大广高速出口      0  \n",
       "15      机场北立交      0  \n",
       "16      机场北立交      0  \n",
       "17  G4京港澳高速出口      0  \n",
       "18                 0  \n",
       "19                 0  \n",
       "20                 0  \n",
       "21                 0  \n",
       "22                 0  \n",
       "23                 0  \n",
       "24                 0  \n",
       "25                 0  "
      ]
     },
     "execution_count": 34,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pd.json_normalize(truck(my_key,origin=results_起始点,destination=results_终点,size=2)['data']['route']['paths'][0]['steps'])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 2.6距离测量"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- url:\"https://restapi.amap.com/v3/distance?parameters\"  \n",
    "- requests.get()\n",
    "- key,origin,destination"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [],
   "source": [
    "def dis(key,origin,destination):\n",
    "    dis_url:\"https://restapi.amap.com/v3/distance?parameters\"\n",
    "    params_dis = {\n",
    "        \"key\":key,\n",
    "        \"origin\":origin,\n",
    "        \"destination\":destination\n",
    "    }\n",
    "    r = requests.get(\"https://restapi.amap.com/v3/distance?parameters\",params_dis)\n",
    "    results = r.json()\n",
    "    return results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'status': '0', 'info': 'INVALID_PARAMS', 'infocode': '20000'}"
      ]
     },
     "execution_count": 36,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dis(my_key,origin=results_起始点,destination=results_终点)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 3、行政区域查询"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- API文档：https://lbs.amap.com/api/webservice/guide/api/district"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- 用户希望通过得到行政区域信息，进行开发工作。  \n",
    "- url:\"https://restapi.amap.com/v3/config/district?parameters\"  \n",
    "- requests.get()  \n",
    "- key"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [],
   "source": [
    "def district(key,keywords,subdistricts):\n",
    "    district_url = \"https://restapi.amap.com/v3/config/district?parameters\"\n",
    "    params_district = {\n",
    "        'key':key,\n",
    "        'keywords':keywords,#规则：只支持单个关键词语搜索关键词支持：行政区名称、citycode、adcode.\n",
    "        'subdistricts':subdistricts #规则：设置显示下级行政区级数（行政区级别包括：国家、省/直辖市、市、区/县、乡镇/街道多级数据）可选值：0、1、2、3等数字，并以此类推\n",
    "    }\n",
    "    r = requests.get('https://restapi.amap.com/v3/config/district?parameters',params_district)\n",
    "    results = r.json()\n",
    "    return results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'status': '1',\n",
       " 'info': 'OK',\n",
       " 'infocode': '10000',\n",
       " 'count': '1',\n",
       " 'suggestion': {'keywords': [], 'cities': []},\n",
       " 'districts': [{'citycode': [],\n",
       "   'adcode': '350000',\n",
       "   'name': '福建省',\n",
       "   'center': '119.306239,26.075302',\n",
       "   'level': 'province',\n",
       "   'districts': [{'citycode': '0593',\n",
       "     'adcode': '350900',\n",
       "     'name': '宁德市',\n",
       "     'center': '119.527082,26.65924',\n",
       "     'level': 'city',\n",
       "     'districts': []},\n",
       "    {'citycode': '0599',\n",
       "     'adcode': '350700',\n",
       "     'name': '南平市',\n",
       "     'center': '118.178459,26.635627',\n",
       "     'level': 'city',\n",
       "     'districts': []},\n",
       "    {'citycode': '0594',\n",
       "     'adcode': '350300',\n",
       "     'name': '莆田市',\n",
       "     'center': '119.007558,25.431011',\n",
       "     'level': 'city',\n",
       "     'districts': []},\n",
       "    {'citycode': '0597',\n",
       "     'adcode': '350800',\n",
       "     'name': '龙岩市',\n",
       "     'center': '117.02978,25.091603',\n",
       "     'level': 'city',\n",
       "     'districts': []},\n",
       "    {'citycode': '0591',\n",
       "     'adcode': '350100',\n",
       "     'name': '福州市',\n",
       "     'center': '119.306239,26.075302',\n",
       "     'level': 'city',\n",
       "     'districts': []},\n",
       "    {'citycode': '0598',\n",
       "     'adcode': '350400',\n",
       "     'name': '三明市',\n",
       "     'center': '117.635001,26.265444',\n",
       "     'level': 'city',\n",
       "     'districts': []},\n",
       "    {'citycode': '0595',\n",
       "     'adcode': '350500',\n",
       "     'name': '泉州市',\n",
       "     'center': '118.589421,24.908853',\n",
       "     'level': 'city',\n",
       "     'districts': []},\n",
       "    {'citycode': '0592',\n",
       "     'adcode': '350200',\n",
       "     'name': '厦门市',\n",
       "     'center': '118.11022,24.490474',\n",
       "     'level': 'city',\n",
       "     'districts': []},\n",
       "    {'citycode': '0596',\n",
       "     'adcode': '350600',\n",
       "     'name': '漳州市',\n",
       "     'center': '117.661801,24.510897',\n",
       "     'level': 'city',\n",
       "     'districts': []}]}]}"
      ]
     },
     "execution_count": 38,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "district(my_key,keywords=\"福建\",subdistricts=2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>citycode</th>\n",
       "      <th>adcode</th>\n",
       "      <th>name</th>\n",
       "      <th>center</th>\n",
       "      <th>level</th>\n",
       "      <th>districts</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0593</td>\n",
       "      <td>350900</td>\n",
       "      <td>宁德市</td>\n",
       "      <td>119.527082,26.65924</td>\n",
       "      <td>city</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0599</td>\n",
       "      <td>350700</td>\n",
       "      <td>南平市</td>\n",
       "      <td>118.178459,26.635627</td>\n",
       "      <td>city</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>0594</td>\n",
       "      <td>350300</td>\n",
       "      <td>莆田市</td>\n",
       "      <td>119.007558,25.431011</td>\n",
       "      <td>city</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>0597</td>\n",
       "      <td>350800</td>\n",
       "      <td>龙岩市</td>\n",
       "      <td>117.02978,25.091603</td>\n",
       "      <td>city</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>0591</td>\n",
       "      <td>350100</td>\n",
       "      <td>福州市</td>\n",
       "      <td>119.306239,26.075302</td>\n",
       "      <td>city</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>0598</td>\n",
       "      <td>350400</td>\n",
       "      <td>三明市</td>\n",
       "      <td>117.635001,26.265444</td>\n",
       "      <td>city</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>0595</td>\n",
       "      <td>350500</td>\n",
       "      <td>泉州市</td>\n",
       "      <td>118.589421,24.908853</td>\n",
       "      <td>city</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>0592</td>\n",
       "      <td>350200</td>\n",
       "      <td>厦门市</td>\n",
       "      <td>118.11022,24.490474</td>\n",
       "      <td>city</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>0596</td>\n",
       "      <td>350600</td>\n",
       "      <td>漳州市</td>\n",
       "      <td>117.661801,24.510897</td>\n",
       "      <td>city</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  citycode  adcode name                center level districts\n",
       "0     0593  350900  宁德市   119.527082,26.65924  city        []\n",
       "1     0599  350700  南平市  118.178459,26.635627  city        []\n",
       "2     0594  350300  莆田市  119.007558,25.431011  city        []\n",
       "3     0597  350800  龙岩市   117.02978,25.091603  city        []\n",
       "4     0591  350100  福州市  119.306239,26.075302  city        []\n",
       "5     0598  350400  三明市  117.635001,26.265444  city        []\n",
       "6     0595  350500  泉州市  118.589421,24.908853  city        []\n",
       "7     0592  350200  厦门市   118.11022,24.490474  city        []\n",
       "8     0596  350600  漳州市  117.661801,24.510897  city        []"
      ]
     },
     "execution_count": 39,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pd.json_normalize(district(my_key,keywords=\"福建\",subdistricts=2)['districts'][0]['districts'])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 4、搜索POI"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- API文档：https://lbs.amap.com/api/webservice/guide/api/search"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- 关键字搜索：通过用POI的关键字进行条件搜索，例如：肯德基、朝阳公园等；同时支持设置POI类型搜索，例如：银行\n",
    "- 周边搜索：在用户传入经纬度坐标点附近，在设定的范围内，按照关键字或POI类型搜索；\n",
    "- 多边形搜索：在多边形区域内进行搜索\n",
    "- ID查询：通过POI ID，查询某个POI详情，建议可同输入提示API配合使用"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 4.1关键字搜索"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- url:\"https://restapi.amap.com/v3/place/text?parameters\"  \n",
    "- requests.get()  \n",
    "- key,keywords,types(keywords和types两者至少必选其一)当您的keywords和types都是空时，默认指定types为120000（商务住宅）&150000（交通设施服务）"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {},
   "outputs": [],
   "source": [
    "def poi(key,keywords,city,types):\n",
    "    poi_url:\"https://restapi.amap.com/v3/place/text?parameters\"\n",
    "    params_poi = {\n",
    "        'key':key,\n",
    "        'city':city,\n",
    "        'keywords':keywords,#规则： 多个关键字用“|”分割,若不指定city，并且搜索的为泛词（例如“美食”）的情况下，返回的内容为城市列表以及此城市内有多少结果符合要求。\n",
    "        \"types\":types#查询POI类型.可选值：分类代码 或 汉字（若用汉字，请严格按照附件之中的汉字填写）\n",
    "    }\n",
    "    r = requests.get('https://restapi.amap.com/v3/place/text?parameters',params_poi)\n",
    "    results = r.json()\n",
    "    return results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'suggestion': {'keywords': [], 'cities': []},\n",
       " 'count': '619',\n",
       " 'infocode': '10000',\n",
       " 'pois': [{'parent': [],\n",
       "   'address': '学院路2号',\n",
       "   'distance': [],\n",
       "   'biz_ext': {'cost': [], 'rating': '5.0'},\n",
       "   'pname': '福建省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '福州市',\n",
       "   'type': '科教文化服务;学校;高等院校',\n",
       "   'photos': [{'provider': [],\n",
       "     'title': [],\n",
       "     'url': 'http://store.is.autonavi.com/showpic/7780964c22eb9b60ce5fd1a53b7d7629'},\n",
       "    {'provider': [],\n",
       "     'title': [],\n",
       "     'url': 'http://store.is.autonavi.com/showpic/0ba6c92f72195f4a3696a283833f397b'},\n",
       "    {'provider': [],\n",
       "     'title': [],\n",
       "     'url': 'http://store.is.autonavi.com/showpic/24c1e5ab6eb064efad76456924fa9043'}],\n",
       "   'typecode': '141201',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '闽侯县',\n",
       "   'name': '福州大学',\n",
       "   'location': '119.194313,26.057133',\n",
       "   'tel': '0591-22866316',\n",
       "   'shopid': [],\n",
       "   'id': 'B024F05T6I'},\n",
       "  {'parent': [],\n",
       "   'address': '洪山镇工业路523号',\n",
       "   'distance': [],\n",
       "   'biz_ext': {'cost': [], 'rating': []},\n",
       "   'pname': '福建省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '福州市',\n",
       "   'type': '科教文化服务;学校;高等院校',\n",
       "   'photos': [{'provider': [],\n",
       "     'title': [],\n",
       "     'url': 'http://store.is.autonavi.com/showpic/e67969adf359a8658c717c2109679f1c'},\n",
       "    {'provider': [],\n",
       "     'title': [],\n",
       "     'url': 'http://store.is.autonavi.com/showpic/1c5fa68aeff2c66b6a1518d6fc063606'},\n",
       "    {'provider': [],\n",
       "     'title': [],\n",
       "     'url': 'http://store.is.autonavi.com/showpic/a692d38b6f0909dc30870293e7de3ea5'}],\n",
       "   'typecode': '141201',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '鼓楼区',\n",
       "   'name': '福州大学(怡山校区)',\n",
       "   'location': '119.271762,26.074513',\n",
       "   'tel': '0591-87893368;0591-83769360',\n",
       "   'shopid': [],\n",
       "   'id': 'B024F055ER'},\n",
       "  {'parent': [],\n",
       "   'address': '铜盘路软件大道89-1号',\n",
       "   'distance': [],\n",
       "   'biz_ext': {'cost': [], 'rating': []},\n",
       "   'pname': '福建省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '福州市',\n",
       "   'type': '科教文化服务;学校;高等院校',\n",
       "   'photos': [{'provider': [],\n",
       "     'title': [],\n",
       "     'url': 'http://store.is.autonavi.com/showpic/bfb990a1da1722e6d3591b04ac01c716'},\n",
       "    {'provider': [],\n",
       "     'title': [],\n",
       "     'url': 'http://store.is.autonavi.com/showpic/3dcdd1eec59ab816f8a30a1335027c3e'},\n",
       "    {'provider': [],\n",
       "     'title': [],\n",
       "     'url': 'http://store.is.autonavi.com/showpic/9b353cbd61d1c54553f7f84ed7ac49a3'}],\n",
       "   'typecode': '141201',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '鼓楼区',\n",
       "   'name': '福州大学铜盘校区',\n",
       "   'location': '119.26279,26.104913',\n",
       "   'tel': '0591-87892767',\n",
       "   'shopid': [],\n",
       "   'id': 'B024F061NA'},\n",
       "  {'parent': 'B0FFJIOG7E',\n",
       "   'address': '杨桥西路50号',\n",
       "   'distance': [],\n",
       "   'biz_ext': {'cost': [], 'rating': '5.0'},\n",
       "   'pname': '福建省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '福州市',\n",
       "   'type': '科教文化服务;学校;高等院校',\n",
       "   'photos': [{'provider': [],\n",
       "     'title': [],\n",
       "     'url': 'http://store.is.autonavi.com/showpic/3d601ac82ccd7feb4ed5436267e4bef9'},\n",
       "    {'provider': [],\n",
       "     'title': [],\n",
       "     'url': 'http://store.is.autonavi.com/showpic/594ad7d2feb423273b4e40239ca40c9e'},\n",
       "    {'provider': [],\n",
       "     'title': [],\n",
       "     'url': 'http://aos-cdn-image.amap.com/sns/ugccomment/6a199d93-4b55-416c-8456-e89aa0b4ba85.jpg'}],\n",
       "   'typecode': '141201',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': '309',\n",
       "   'adname': '鼓楼区',\n",
       "   'name': '福州大学至诚学院',\n",
       "   'location': '119.272023,26.074782',\n",
       "   'tel': '0591-83769360;0591-87893368',\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFGZJPTD'},\n",
       "  {'parent': 'B024F05T6I',\n",
       "   'address': '学园路2号福州大学',\n",
       "   'distance': [],\n",
       "   'biz_ext': {'cost': [], 'rating': []},\n",
       "   'pname': '福建省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '福州市',\n",
       "   'type': '科教文化服务;学校;高等院校',\n",
       "   'photos': [],\n",
       "   'typecode': '141201',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': '309',\n",
       "   'adname': '闽侯县',\n",
       "   'name': '福州大学建筑学院',\n",
       "   'location': '119.195815,26.061524',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B024F0UGBQ'},\n",
       "  {'parent': 'B024F05T6I',\n",
       "   'address': '学园路2号福州大学',\n",
       "   'distance': [],\n",
       "   'biz_ext': {'cost': [], 'rating': []},\n",
       "   'pname': '福建省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '福州市',\n",
       "   'type': '科教文化服务;学校;高等院校',\n",
       "   'photos': [],\n",
       "   'typecode': '141201',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': '309',\n",
       "   'adname': '闽侯县',\n",
       "   'name': '福州大学石油化工学院',\n",
       "   'location': '119.197314,26.064362',\n",
       "   'tel': '0591-22865220',\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFG8V8HH'},\n",
       "  {'parent': 'B024F05T6I',\n",
       "   'address': '上街镇学园路2号福州大学',\n",
       "   'distance': [],\n",
       "   'biz_ext': {'cost': [], 'rating': []},\n",
       "   'pname': '福建省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '福州市',\n",
       "   'type': '科教文化服务;学校;高等院校',\n",
       "   'photos': [],\n",
       "   'typecode': '141201',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': '309',\n",
       "   'adname': '闽侯县',\n",
       "   'name': '福州大学教务处教材中心',\n",
       "   'location': '119.195254,26.059224',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B024F0UFZ0'},\n",
       "  {'parent': 'B024F05T6I',\n",
       "   'address': '学园路2号福州大学',\n",
       "   'distance': [],\n",
       "   'biz_ext': {'cost': [], 'rating': []},\n",
       "   'pname': '福建省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '福州市',\n",
       "   'type': '科教文化服务;学校;高等院校',\n",
       "   'photos': [],\n",
       "   'typecode': '141201',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': '309',\n",
       "   'adname': '闽侯县',\n",
       "   'name': '福州大学土木馆',\n",
       "   'location': '119.195082,26.060979',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B024F0UGTP'},\n",
       "  {'parent': 'B024F05T6I',\n",
       "   'address': '大学新区学园路2号福州大学内(旗山校区)',\n",
       "   'distance': [],\n",
       "   'biz_ext': {'cost': [], 'rating': '4.0'},\n",
       "   'pname': '福建省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '福州市',\n",
       "   'type': '科教文化服务;学校;高等院校',\n",
       "   'photos': [{'provider': [],\n",
       "     'title': [],\n",
       "     'url': 'http://store.is.autonavi.com/showpic/4a08e3b9b36eab3e167ccea1d11af526'}],\n",
       "   'typecode': '141201',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': '309',\n",
       "   'adname': '闽侯县',\n",
       "   'name': '福州大学管理学院',\n",
       "   'location': '119.199487,26.06263',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B024F05NT3'},\n",
       "  {'parent': 'B024F061NA',\n",
       "   'address': '软件大道89号',\n",
       "   'distance': [],\n",
       "   'biz_ext': {'cost': [], 'rating': []},\n",
       "   'pname': '福建省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '福州市',\n",
       "   'type': '科教文化服务;学校;高等院校',\n",
       "   'photos': [],\n",
       "   'typecode': '141201',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': '309',\n",
       "   'adname': '鼓楼区',\n",
       "   'name': '福州大学-海洋学院',\n",
       "   'location': '119.263622,26.104467',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFHLPVL9'},\n",
       "  {'parent': 'B024F061NA',\n",
       "   'address': '五凤街道铜盘路软件大道89-1号',\n",
       "   'distance': [],\n",
       "   'biz_ext': {'cost': [], 'rating': '3.5'},\n",
       "   'pname': '福建省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '福州市',\n",
       "   'type': '科教文化服务;学校;高等院校',\n",
       "   'photos': [{'provider': [],\n",
       "     'title': [],\n",
       "     'url': 'http://store.is.autonavi.com/showpic/3d6b16d9ef0f7735fc09ebcbf7dc6393'},\n",
       "    {'provider': [],\n",
       "     'title': [],\n",
       "     'url': 'http://store.is.autonavi.com/showpic/a9c8132bf74c45bbf3b6250d927ab695'},\n",
       "    {'provider': [],\n",
       "     'title': [],\n",
       "     'url': 'http://store.is.autonavi.com/showpic/685ea7450364ae0cedb4014c7f5a6184'}],\n",
       "   'typecode': '141201',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': '309',\n",
       "   'adname': '鼓楼区',\n",
       "   'name': '福州大学铜盘校区-福州大学软件学院',\n",
       "   'location': '119.262436,26.107275',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B024F055L7'},\n",
       "  {'parent': 'B024F05T6I',\n",
       "   'address': '学园路2号福州大学',\n",
       "   'distance': [],\n",
       "   'biz_ext': {'cost': [], 'rating': '3.5'},\n",
       "   'pname': '福建省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '福州市',\n",
       "   'type': '科教文化服务;学校;高等院校',\n",
       "   'photos': [{'provider': [],\n",
       "     'title': [],\n",
       "     'url': 'http://store.is.autonavi.com/showpic/93049cd62e3d266ba80e83f2862140f2'}],\n",
       "   'typecode': '141201',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': '309',\n",
       "   'adname': '闽侯县',\n",
       "   'name': '福州大学法学院',\n",
       "   'location': '119.197719,26.062362',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B024F05MRQ'},\n",
       "  {'parent': 'B024F05T6I',\n",
       "   'address': '学园路2号福州大学',\n",
       "   'distance': [],\n",
       "   'biz_ext': {'cost': [], 'rating': []},\n",
       "   'pname': '福建省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '福州市',\n",
       "   'type': '科教文化服务;学校;高等院校',\n",
       "   'photos': [],\n",
       "   'typecode': '141201',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': '309',\n",
       "   'adname': '闽侯县',\n",
       "   'name': '福州大学人文社会科学学院',\n",
       "   'location': '119.199245,26.063676',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B024F0UH3U'},\n",
       "  {'parent': 'B0FFJIOG7E',\n",
       "   'address': '工业路523号福州大学怡山校区',\n",
       "   'distance': [],\n",
       "   'biz_ext': {'cost': [], 'rating': []},\n",
       "   'pname': '福建省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '福州市',\n",
       "   'type': '科教文化服务;学校;高等院校',\n",
       "   'photos': [{'provider': [],\n",
       "     'title': [],\n",
       "     'url': 'http://store.is.autonavi.com/showpic/5c88288ae38880b1e87bd56571b6a976'}],\n",
       "   'typecode': '141201',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': '309',\n",
       "   'adname': '鼓楼区',\n",
       "   'name': '福州大学MBA中心大楼',\n",
       "   'location': '119.273201,26.074745',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B024F0UC6Y'},\n",
       "  {'parent': 'B024F05T6I',\n",
       "   'address': '大学新区学园路2号福州大学(旗山校区)内',\n",
       "   'distance': [],\n",
       "   'biz_ext': {'cost': [], 'rating': []},\n",
       "   'pname': '福建省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '福州市',\n",
       "   'type': '科教文化服务;学校;高等院校',\n",
       "   'photos': [{'provider': [],\n",
       "     'title': [],\n",
       "     'url': 'http://store.is.autonavi.com/showpic/6ef7db6bdabcbf9e14d67a2c31933050'},\n",
       "    {'provider': [],\n",
       "     'title': [],\n",
       "     'url': 'http://store.is.autonavi.com/showpic/160f6fc33d1bdae37b39d8e9fcabcaae'},\n",
       "    {'provider': [],\n",
       "     'title': [],\n",
       "     'url': 'http://store.is.autonavi.com/showpic/7ea214be3221106f1c6dfc4ce85479a8'}],\n",
       "   'typecode': '141201',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': '309',\n",
       "   'adname': '闽侯县',\n",
       "   'name': '福州大学机电工程实践中心',\n",
       "   'location': '119.198720038502,26.0651071826211',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B024F05MRA'},\n",
       "  {'parent': 'B024F05T6I',\n",
       "   'address': '学园路2号福州大学',\n",
       "   'distance': [],\n",
       "   'biz_ext': {'cost': [], 'rating': []},\n",
       "   'pname': '福建省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '福州市',\n",
       "   'type': '科教文化服务;学校;高等院校',\n",
       "   'photos': [],\n",
       "   'typecode': '141201',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': '309',\n",
       "   'adname': '闽侯县',\n",
       "   'name': '福州大学电气工程与自动化学院',\n",
       "   'location': '119.199861,26.064299',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B024F05MRI'},\n",
       "  {'parent': 'B024F05T6I',\n",
       "   'address': '学园路2号福州大学北环路附近',\n",
       "   'distance': [],\n",
       "   'biz_ext': {'cost': [], 'rating': []},\n",
       "   'pname': '福建省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '福州市',\n",
       "   'type': '科教文化服务;学校;高等院校',\n",
       "   'photos': [{'provider': [],\n",
       "     'title': [],\n",
       "     'url': 'http://aos-cdn-image.amap.com/sns/ugccomment/1e900203-4876-410f-bbc3-307f08e87507.jpg'},\n",
       "    {'provider': [],\n",
       "     'title': [],\n",
       "     'url': 'http://aos-cdn-image.amap.com/sns/ugccomment/41c11bb5-845c-427d-b98c-d3b031d68f3e.jpg'},\n",
       "    {'provider': [],\n",
       "     'title': [],\n",
       "     'url': 'http://aos-cdn-image.amap.com/sns/ugccomment/945c550d-b810-4a37-961f-4b45ab8e1812.jpg'}],\n",
       "   'typecode': '141201',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': '309',\n",
       "   'adname': '闽侯县',\n",
       "   'name': '福州大学-东3楼',\n",
       "   'location': '119.197525,26.060993',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B024F0XMKL'},\n",
       "  {'parent': 'B024F05T6I',\n",
       "   'address': '学园路2号福州大学',\n",
       "   'distance': [],\n",
       "   'biz_ext': {'cost': [], 'rating': []},\n",
       "   'pname': '福建省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '福州市',\n",
       "   'type': '科教文化服务;学校;高等院校',\n",
       "   'photos': [],\n",
       "   'typecode': '141201',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': '309',\n",
       "   'adname': '闽侯县',\n",
       "   'name': '福州大学土木工程学院',\n",
       "   'location': '119.194848831661,26.0608720838502',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B024F05MRM'},\n",
       "  {'parent': 'B024F05T6I',\n",
       "   'address': '学园路2号福州大学',\n",
       "   'distance': [],\n",
       "   'biz_ext': {'cost': [], 'rating': []},\n",
       "   'pname': '福建省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '福州市',\n",
       "   'type': '科教文化服务;学校;高等院校',\n",
       "   'photos': [],\n",
       "   'typecode': '141201',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': '309',\n",
       "   'adname': '闽侯县',\n",
       "   'name': '福州大学外国语学院',\n",
       "   'location': '119.198222,26.063424',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B024F0UEJ8'},\n",
       "  {'parent': 'B024F05T6I',\n",
       "   'address': '上街镇福州大学新校区学园路2号',\n",
       "   'distance': [],\n",
       "   'biz_ext': {'cost': [], 'rating': []},\n",
       "   'pname': '福建省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '福州市',\n",
       "   'type': '科教文化服务;学校;高等院校',\n",
       "   'photos': [],\n",
       "   'typecode': '141201',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': '309',\n",
       "   'adname': '闽侯县',\n",
       "   'name': '福州大学公共管理学院',\n",
       "   'location': '119.199373,26.063397',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFG8C0T5'}],\n",
       " 'status': '1',\n",
       " 'info': 'OK'}"
      ]
     },
     "execution_count": 41,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "poi(my_key,city=\"福州\",keywords=\"福州大学\",types=\"高等院校\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>parent</th>\n",
       "      <th>address</th>\n",
       "      <th>distance</th>\n",
       "      <th>pname</th>\n",
       "      <th>importance</th>\n",
       "      <th>biz_type</th>\n",
       "      <th>cityname</th>\n",
       "      <th>type</th>\n",
       "      <th>photos</th>\n",
       "      <th>typecode</th>\n",
       "      <th>...</th>\n",
       "      <th>poiweight</th>\n",
       "      <th>childtype</th>\n",
       "      <th>adname</th>\n",
       "      <th>name</th>\n",
       "      <th>location</th>\n",
       "      <th>tel</th>\n",
       "      <th>shopid</th>\n",
       "      <th>id</th>\n",
       "      <th>biz_ext.cost</th>\n",
       "      <th>biz_ext.rating</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>[]</td>\n",
       "      <td>学院路2号</td>\n",
       "      <td>[]</td>\n",
       "      <td>福建省</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>福州市</td>\n",
       "      <td>科教文化服务;学校;高等院校</td>\n",
       "      <td>[{'provider': [], 'title': [], 'url': 'http://...</td>\n",
       "      <td>141201</td>\n",
       "      <td>...</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>闽侯县</td>\n",
       "      <td>福州大学</td>\n",
       "      <td>119.194313,26.057133</td>\n",
       "      <td>0591-22866316</td>\n",
       "      <td>[]</td>\n",
       "      <td>B024F05T6I</td>\n",
       "      <td>[]</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>[]</td>\n",
       "      <td>洪山镇工业路523号</td>\n",
       "      <td>[]</td>\n",
       "      <td>福建省</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>福州市</td>\n",
       "      <td>科教文化服务;学校;高等院校</td>\n",
       "      <td>[{'provider': [], 'title': [], 'url': 'http://...</td>\n",
       "      <td>141201</td>\n",
       "      <td>...</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>鼓楼区</td>\n",
       "      <td>福州大学(怡山校区)</td>\n",
       "      <td>119.271762,26.074513</td>\n",
       "      <td>0591-87893368;0591-83769360</td>\n",
       "      <td>[]</td>\n",
       "      <td>B024F055ER</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>[]</td>\n",
       "      <td>铜盘路软件大道89-1号</td>\n",
       "      <td>[]</td>\n",
       "      <td>福建省</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>福州市</td>\n",
       "      <td>科教文化服务;学校;高等院校</td>\n",
       "      <td>[{'provider': [], 'title': [], 'url': 'http://...</td>\n",
       "      <td>141201</td>\n",
       "      <td>...</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>鼓楼区</td>\n",
       "      <td>福州大学铜盘校区</td>\n",
       "      <td>119.26279,26.104913</td>\n",
       "      <td>0591-87892767</td>\n",
       "      <td>[]</td>\n",
       "      <td>B024F061NA</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>B0FFJIOG7E</td>\n",
       "      <td>杨桥西路50号</td>\n",
       "      <td>[]</td>\n",
       "      <td>福建省</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>福州市</td>\n",
       "      <td>科教文化服务;学校;高等院校</td>\n",
       "      <td>[{'provider': [], 'title': [], 'url': 'http://...</td>\n",
       "      <td>141201</td>\n",
       "      <td>...</td>\n",
       "      <td>[]</td>\n",
       "      <td>309</td>\n",
       "      <td>鼓楼区</td>\n",
       "      <td>福州大学至诚学院</td>\n",
       "      <td>119.272023,26.074782</td>\n",
       "      <td>0591-83769360;0591-87893368</td>\n",
       "      <td>[]</td>\n",
       "      <td>B0FFGZJPTD</td>\n",
       "      <td>[]</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>B024F05T6I</td>\n",
       "      <td>学园路2号福州大学</td>\n",
       "      <td>[]</td>\n",
       "      <td>福建省</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>福州市</td>\n",
       "      <td>科教文化服务;学校;高等院校</td>\n",
       "      <td>[]</td>\n",
       "      <td>141201</td>\n",
       "      <td>...</td>\n",
       "      <td>[]</td>\n",
       "      <td>309</td>\n",
       "      <td>闽侯县</td>\n",
       "      <td>福州大学建筑学院</td>\n",
       "      <td>119.195815,26.061524</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>B024F0UGBQ</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>B024F05T6I</td>\n",
       "      <td>学园路2号福州大学</td>\n",
       "      <td>[]</td>\n",
       "      <td>福建省</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>福州市</td>\n",
       "      <td>科教文化服务;学校;高等院校</td>\n",
       "      <td>[]</td>\n",
       "      <td>141201</td>\n",
       "      <td>...</td>\n",
       "      <td>[]</td>\n",
       "      <td>309</td>\n",
       "      <td>闽侯县</td>\n",
       "      <td>福州大学石油化工学院</td>\n",
       "      <td>119.197314,26.064362</td>\n",
       "      <td>0591-22865220</td>\n",
       "      <td>[]</td>\n",
       "      <td>B0FFG8V8HH</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>B024F05T6I</td>\n",
       "      <td>上街镇学园路2号福州大学</td>\n",
       "      <td>[]</td>\n",
       "      <td>福建省</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>福州市</td>\n",
       "      <td>科教文化服务;学校;高等院校</td>\n",
       "      <td>[]</td>\n",
       "      <td>141201</td>\n",
       "      <td>...</td>\n",
       "      <td>[]</td>\n",
       "      <td>309</td>\n",
       "      <td>闽侯县</td>\n",
       "      <td>福州大学教务处教材中心</td>\n",
       "      <td>119.195254,26.059224</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>B024F0UFZ0</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>B024F05T6I</td>\n",
       "      <td>学园路2号福州大学</td>\n",
       "      <td>[]</td>\n",
       "      <td>福建省</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>福州市</td>\n",
       "      <td>科教文化服务;学校;高等院校</td>\n",
       "      <td>[]</td>\n",
       "      <td>141201</td>\n",
       "      <td>...</td>\n",
       "      <td>[]</td>\n",
       "      <td>309</td>\n",
       "      <td>闽侯县</td>\n",
       "      <td>福州大学土木馆</td>\n",
       "      <td>119.195082,26.060979</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>B024F0UGTP</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>B024F05T6I</td>\n",
       "      <td>大学新区学园路2号福州大学内(旗山校区)</td>\n",
       "      <td>[]</td>\n",
       "      <td>福建省</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>福州市</td>\n",
       "      <td>科教文化服务;学校;高等院校</td>\n",
       "      <td>[{'provider': [], 'title': [], 'url': 'http://...</td>\n",
       "      <td>141201</td>\n",
       "      <td>...</td>\n",
       "      <td>[]</td>\n",
       "      <td>309</td>\n",
       "      <td>闽侯县</td>\n",
       "      <td>福州大学管理学院</td>\n",
       "      <td>119.199487,26.06263</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>B024F05NT3</td>\n",
       "      <td>[]</td>\n",
       "      <td>4.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>B024F061NA</td>\n",
       "      <td>软件大道89号</td>\n",
       "      <td>[]</td>\n",
       "      <td>福建省</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>福州市</td>\n",
       "      <td>科教文化服务;学校;高等院校</td>\n",
       "      <td>[]</td>\n",
       "      <td>141201</td>\n",
       "      <td>...</td>\n",
       "      <td>[]</td>\n",
       "      <td>309</td>\n",
       "      <td>鼓楼区</td>\n",
       "      <td>福州大学-海洋学院</td>\n",
       "      <td>119.263622,26.104467</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>B0FFHLPVL9</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>B024F061NA</td>\n",
       "      <td>五凤街道铜盘路软件大道89-1号</td>\n",
       "      <td>[]</td>\n",
       "      <td>福建省</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>福州市</td>\n",
       "      <td>科教文化服务;学校;高等院校</td>\n",
       "      <td>[{'provider': [], 'title': [], 'url': 'http://...</td>\n",
       "      <td>141201</td>\n",
       "      <td>...</td>\n",
       "      <td>[]</td>\n",
       "      <td>309</td>\n",
       "      <td>鼓楼区</td>\n",
       "      <td>福州大学铜盘校区-福州大学软件学院</td>\n",
       "      <td>119.262436,26.107275</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>B024F055L7</td>\n",
       "      <td>[]</td>\n",
       "      <td>3.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>B024F05T6I</td>\n",
       "      <td>学园路2号福州大学</td>\n",
       "      <td>[]</td>\n",
       "      <td>福建省</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>福州市</td>\n",
       "      <td>科教文化服务;学校;高等院校</td>\n",
       "      <td>[{'provider': [], 'title': [], 'url': 'http://...</td>\n",
       "      <td>141201</td>\n",
       "      <td>...</td>\n",
       "      <td>[]</td>\n",
       "      <td>309</td>\n",
       "      <td>闽侯县</td>\n",
       "      <td>福州大学法学院</td>\n",
       "      <td>119.197719,26.062362</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>B024F05MRQ</td>\n",
       "      <td>[]</td>\n",
       "      <td>3.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>B024F05T6I</td>\n",
       "      <td>学园路2号福州大学</td>\n",
       "      <td>[]</td>\n",
       "      <td>福建省</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>福州市</td>\n",
       "      <td>科教文化服务;学校;高等院校</td>\n",
       "      <td>[]</td>\n",
       "      <td>141201</td>\n",
       "      <td>...</td>\n",
       "      <td>[]</td>\n",
       "      <td>309</td>\n",
       "      <td>闽侯县</td>\n",
       "      <td>福州大学人文社会科学学院</td>\n",
       "      <td>119.199245,26.063676</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>B024F0UH3U</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>B0FFJIOG7E</td>\n",
       "      <td>工业路523号福州大学怡山校区</td>\n",
       "      <td>[]</td>\n",
       "      <td>福建省</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>福州市</td>\n",
       "      <td>科教文化服务;学校;高等院校</td>\n",
       "      <td>[{'provider': [], 'title': [], 'url': 'http://...</td>\n",
       "      <td>141201</td>\n",
       "      <td>...</td>\n",
       "      <td>[]</td>\n",
       "      <td>309</td>\n",
       "      <td>鼓楼区</td>\n",
       "      <td>福州大学MBA中心大楼</td>\n",
       "      <td>119.273201,26.074745</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>B024F0UC6Y</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>B024F05T6I</td>\n",
       "      <td>大学新区学园路2号福州大学(旗山校区)内</td>\n",
       "      <td>[]</td>\n",
       "      <td>福建省</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>福州市</td>\n",
       "      <td>科教文化服务;学校;高等院校</td>\n",
       "      <td>[{'provider': [], 'title': [], 'url': 'http://...</td>\n",
       "      <td>141201</td>\n",
       "      <td>...</td>\n",
       "      <td>[]</td>\n",
       "      <td>309</td>\n",
       "      <td>闽侯县</td>\n",
       "      <td>福州大学机电工程实践中心</td>\n",
       "      <td>119.198720038502,26.0651071826211</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>B024F05MRA</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>B024F05T6I</td>\n",
       "      <td>学园路2号福州大学</td>\n",
       "      <td>[]</td>\n",
       "      <td>福建省</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>福州市</td>\n",
       "      <td>科教文化服务;学校;高等院校</td>\n",
       "      <td>[]</td>\n",
       "      <td>141201</td>\n",
       "      <td>...</td>\n",
       "      <td>[]</td>\n",
       "      <td>309</td>\n",
       "      <td>闽侯县</td>\n",
       "      <td>福州大学电气工程与自动化学院</td>\n",
       "      <td>119.199861,26.064299</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>B024F05MRI</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>B024F05T6I</td>\n",
       "      <td>学园路2号福州大学北环路附近</td>\n",
       "      <td>[]</td>\n",
       "      <td>福建省</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>福州市</td>\n",
       "      <td>科教文化服务;学校;高等院校</td>\n",
       "      <td>[{'provider': [], 'title': [], 'url': 'http://...</td>\n",
       "      <td>141201</td>\n",
       "      <td>...</td>\n",
       "      <td>[]</td>\n",
       "      <td>309</td>\n",
       "      <td>闽侯县</td>\n",
       "      <td>福州大学-东3楼</td>\n",
       "      <td>119.197525,26.060993</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>B024F0XMKL</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>B024F05T6I</td>\n",
       "      <td>学园路2号福州大学</td>\n",
       "      <td>[]</td>\n",
       "      <td>福建省</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>福州市</td>\n",
       "      <td>科教文化服务;学校;高等院校</td>\n",
       "      <td>[]</td>\n",
       "      <td>141201</td>\n",
       "      <td>...</td>\n",
       "      <td>[]</td>\n",
       "      <td>309</td>\n",
       "      <td>闽侯县</td>\n",
       "      <td>福州大学土木工程学院</td>\n",
       "      <td>119.194848831661,26.0608720838502</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>B024F05MRM</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>B024F05T6I</td>\n",
       "      <td>学园路2号福州大学</td>\n",
       "      <td>[]</td>\n",
       "      <td>福建省</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>福州市</td>\n",
       "      <td>科教文化服务;学校;高等院校</td>\n",
       "      <td>[]</td>\n",
       "      <td>141201</td>\n",
       "      <td>...</td>\n",
       "      <td>[]</td>\n",
       "      <td>309</td>\n",
       "      <td>闽侯县</td>\n",
       "      <td>福州大学外国语学院</td>\n",
       "      <td>119.198222,26.063424</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>B024F0UEJ8</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>B024F05T6I</td>\n",
       "      <td>上街镇福州大学新校区学园路2号</td>\n",
       "      <td>[]</td>\n",
       "      <td>福建省</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>福州市</td>\n",
       "      <td>科教文化服务;学校;高等院校</td>\n",
       "      <td>[]</td>\n",
       "      <td>141201</td>\n",
       "      <td>...</td>\n",
       "      <td>[]</td>\n",
       "      <td>309</td>\n",
       "      <td>闽侯县</td>\n",
       "      <td>福州大学公共管理学院</td>\n",
       "      <td>119.199373,26.063397</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>B0FFG8C0T5</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>20 rows × 21 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "        parent               address distance pname importance biz_type  \\\n",
       "0           []                 学院路2号       []   福建省         []       []   \n",
       "1           []            洪山镇工业路523号       []   福建省         []       []   \n",
       "2           []          铜盘路软件大道89-1号       []   福建省         []       []   \n",
       "3   B0FFJIOG7E               杨桥西路50号       []   福建省         []       []   \n",
       "4   B024F05T6I             学园路2号福州大学       []   福建省         []       []   \n",
       "5   B024F05T6I             学园路2号福州大学       []   福建省         []       []   \n",
       "6   B024F05T6I          上街镇学园路2号福州大学       []   福建省         []       []   \n",
       "7   B024F05T6I             学园路2号福州大学       []   福建省         []       []   \n",
       "8   B024F05T6I  大学新区学园路2号福州大学内(旗山校区)       []   福建省         []       []   \n",
       "9   B024F061NA               软件大道89号       []   福建省         []       []   \n",
       "10  B024F061NA      五凤街道铜盘路软件大道89-1号       []   福建省         []       []   \n",
       "11  B024F05T6I             学园路2号福州大学       []   福建省         []       []   \n",
       "12  B024F05T6I             学园路2号福州大学       []   福建省         []       []   \n",
       "13  B0FFJIOG7E       工业路523号福州大学怡山校区       []   福建省         []       []   \n",
       "14  B024F05T6I  大学新区学园路2号福州大学(旗山校区)内       []   福建省         []       []   \n",
       "15  B024F05T6I             学园路2号福州大学       []   福建省         []       []   \n",
       "16  B024F05T6I        学园路2号福州大学北环路附近       []   福建省         []       []   \n",
       "17  B024F05T6I             学园路2号福州大学       []   福建省         []       []   \n",
       "18  B024F05T6I             学园路2号福州大学       []   福建省         []       []   \n",
       "19  B024F05T6I       上街镇福州大学新校区学园路2号       []   福建省         []       []   \n",
       "\n",
       "   cityname            type  \\\n",
       "0       福州市  科教文化服务;学校;高等院校   \n",
       "1       福州市  科教文化服务;学校;高等院校   \n",
       "2       福州市  科教文化服务;学校;高等院校   \n",
       "3       福州市  科教文化服务;学校;高等院校   \n",
       "4       福州市  科教文化服务;学校;高等院校   \n",
       "5       福州市  科教文化服务;学校;高等院校   \n",
       "6       福州市  科教文化服务;学校;高等院校   \n",
       "7       福州市  科教文化服务;学校;高等院校   \n",
       "8       福州市  科教文化服务;学校;高等院校   \n",
       "9       福州市  科教文化服务;学校;高等院校   \n",
       "10      福州市  科教文化服务;学校;高等院校   \n",
       "11      福州市  科教文化服务;学校;高等院校   \n",
       "12      福州市  科教文化服务;学校;高等院校   \n",
       "13      福州市  科教文化服务;学校;高等院校   \n",
       "14      福州市  科教文化服务;学校;高等院校   \n",
       "15      福州市  科教文化服务;学校;高等院校   \n",
       "16      福州市  科教文化服务;学校;高等院校   \n",
       "17      福州市  科教文化服务;学校;高等院校   \n",
       "18      福州市  科教文化服务;学校;高等院校   \n",
       "19      福州市  科教文化服务;学校;高等院校   \n",
       "\n",
       "                                               photos typecode  ... poiweight  \\\n",
       "0   [{'provider': [], 'title': [], 'url': 'http://...   141201  ...        []   \n",
       "1   [{'provider': [], 'title': [], 'url': 'http://...   141201  ...        []   \n",
       "2   [{'provider': [], 'title': [], 'url': 'http://...   141201  ...        []   \n",
       "3   [{'provider': [], 'title': [], 'url': 'http://...   141201  ...        []   \n",
       "4                                                  []   141201  ...        []   \n",
       "5                                                  []   141201  ...        []   \n",
       "6                                                  []   141201  ...        []   \n",
       "7                                                  []   141201  ...        []   \n",
       "8   [{'provider': [], 'title': [], 'url': 'http://...   141201  ...        []   \n",
       "9                                                  []   141201  ...        []   \n",
       "10  [{'provider': [], 'title': [], 'url': 'http://...   141201  ...        []   \n",
       "11  [{'provider': [], 'title': [], 'url': 'http://...   141201  ...        []   \n",
       "12                                                 []   141201  ...        []   \n",
       "13  [{'provider': [], 'title': [], 'url': 'http://...   141201  ...        []   \n",
       "14  [{'provider': [], 'title': [], 'url': 'http://...   141201  ...        []   \n",
       "15                                                 []   141201  ...        []   \n",
       "16  [{'provider': [], 'title': [], 'url': 'http://...   141201  ...        []   \n",
       "17                                                 []   141201  ...        []   \n",
       "18                                                 []   141201  ...        []   \n",
       "19                                                 []   141201  ...        []   \n",
       "\n",
       "   childtype adname               name                           location  \\\n",
       "0         []    闽侯县               福州大学               119.194313,26.057133   \n",
       "1         []    鼓楼区         福州大学(怡山校区)               119.271762,26.074513   \n",
       "2         []    鼓楼区           福州大学铜盘校区                119.26279,26.104913   \n",
       "3        309    鼓楼区           福州大学至诚学院               119.272023,26.074782   \n",
       "4        309    闽侯县           福州大学建筑学院               119.195815,26.061524   \n",
       "5        309    闽侯县         福州大学石油化工学院               119.197314,26.064362   \n",
       "6        309    闽侯县        福州大学教务处教材中心               119.195254,26.059224   \n",
       "7        309    闽侯县            福州大学土木馆               119.195082,26.060979   \n",
       "8        309    闽侯县           福州大学管理学院                119.199487,26.06263   \n",
       "9        309    鼓楼区          福州大学-海洋学院               119.263622,26.104467   \n",
       "10       309    鼓楼区  福州大学铜盘校区-福州大学软件学院               119.262436,26.107275   \n",
       "11       309    闽侯县            福州大学法学院               119.197719,26.062362   \n",
       "12       309    闽侯县       福州大学人文社会科学学院               119.199245,26.063676   \n",
       "13       309    鼓楼区        福州大学MBA中心大楼               119.273201,26.074745   \n",
       "14       309    闽侯县       福州大学机电工程实践中心  119.198720038502,26.0651071826211   \n",
       "15       309    闽侯县     福州大学电气工程与自动化学院               119.199861,26.064299   \n",
       "16       309    闽侯县           福州大学-东3楼               119.197525,26.060993   \n",
       "17       309    闽侯县         福州大学土木工程学院  119.194848831661,26.0608720838502   \n",
       "18       309    闽侯县          福州大学外国语学院               119.198222,26.063424   \n",
       "19       309    闽侯县         福州大学公共管理学院               119.199373,26.063397   \n",
       "\n",
       "                            tel shopid          id biz_ext.cost biz_ext.rating  \n",
       "0                 0591-22866316     []  B024F05T6I           []            5.0  \n",
       "1   0591-87893368;0591-83769360     []  B024F055ER           []             []  \n",
       "2                 0591-87892767     []  B024F061NA           []             []  \n",
       "3   0591-83769360;0591-87893368     []  B0FFGZJPTD           []            5.0  \n",
       "4                            []     []  B024F0UGBQ           []             []  \n",
       "5                 0591-22865220     []  B0FFG8V8HH           []             []  \n",
       "6                            []     []  B024F0UFZ0           []             []  \n",
       "7                            []     []  B024F0UGTP           []             []  \n",
       "8                            []     []  B024F05NT3           []            4.0  \n",
       "9                            []     []  B0FFHLPVL9           []             []  \n",
       "10                           []     []  B024F055L7           []            3.5  \n",
       "11                           []     []  B024F05MRQ           []            3.5  \n",
       "12                           []     []  B024F0UH3U           []             []  \n",
       "13                           []     []  B024F0UC6Y           []             []  \n",
       "14                           []     []  B024F05MRA           []             []  \n",
       "15                           []     []  B024F05MRI           []             []  \n",
       "16                           []     []  B024F0XMKL           []             []  \n",
       "17                           []     []  B024F05MRM           []             []  \n",
       "18                           []     []  B024F0UEJ8           []             []  \n",
       "19                           []     []  B0FFG8C0T5           []             []  \n",
       "\n",
       "[20 rows x 21 columns]"
      ]
     },
     "execution_count": 42,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pd.json_normalize(poi(my_key,city=\"福州\",keywords=\"福州大学\",types=\"高等院校\")['pois'])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 4.2周边搜索"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- url:\"https://restapi.amap.com/v3/place/around?parameters\"  \n",
    "- requests.get()  \n",
    "- key,location"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {},
   "outputs": [],
   "source": [
    "def around(key,location):\n",
    "    around_url:'https://restapi.amap.com/v3/place/around?parameters'\n",
    "    params_around = {\n",
    "        'key':key,\n",
    "        'location':location#中心点坐标 规则： 经度和纬度用\",\"分割，经度在前，纬度在后，经纬度小数点后不得超过6位\n",
    "    }\n",
    "    r = requests.get('https://restapi.amap.com/v3/place/around?parameters',params_around)\n",
    "    results = r.json()\n",
    "    return results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'suggestion': {'keywords': [], 'cities': []},\n",
       " 'count': '868',\n",
       " 'infocode': '10000',\n",
       " 'pois': [{'parent': [],\n",
       "   'address': '东涌镇励业路8号之十一,十二,十三101房屋',\n",
       "   'distance': '60',\n",
       "   'biz_ext': {'cost': [], 'rating': [], 'meal_ordering': '0'},\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': 'diner',\n",
       "   'cityname': '广州市',\n",
       "   'type': '餐饮服务;快餐厅;快餐厅',\n",
       "   'photos': [],\n",
       "   'typecode': '050300',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '从化区',\n",
       "   'name': '麦乐堡',\n",
       "   'location': '113.671629,23.643697',\n",
       "   'tel': '18613021983',\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFGT2P12'},\n",
       "  {'parent': [],\n",
       "   'address': '温泉镇龙岗墟桃园东路27号首层之二',\n",
       "   'distance': '61',\n",
       "   'biz_ext': {'cost': [], 'rating': [], 'meal_ordering': '0'},\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': 'diner',\n",
       "   'cityname': '广州市',\n",
       "   'type': '餐饮服务;快餐厅;快餐厅',\n",
       "   'photos': [],\n",
       "   'typecode': '050300',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '从化区',\n",
       "   'name': '爱尚小厨',\n",
       "   'location': '113.671691,23.642976',\n",
       "   'tel': '13928871760',\n",
       "   'shopid': [],\n",
       "   'id': 'B0G2U947T4'},\n",
       "  {'parent': [],\n",
       "   'address': '温泉镇卫东村105国道旁(中石油油站斜对面)',\n",
       "   'distance': '441',\n",
       "   'biz_ext': {'cost': '61.00', 'rating': '4.2', 'meal_ordering': '0'},\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': 'diner',\n",
       "   'cityname': '广州市',\n",
       "   'type': '餐饮服务;中餐厅;中餐厅',\n",
       "   'photos': [{'provider': [],\n",
       "     'title': [],\n",
       "     'url': 'http://store.is.autonavi.com/showpic/49673bb212b35d3bcef2131c08164eed'},\n",
       "    {'provider': [],\n",
       "     'title': '菜品',\n",
       "     'url': 'http://store.is.autonavi.com/showpic/5c44f2b846515bb431410c05b6f5cfc3'},\n",
       "    {'provider': [],\n",
       "     'title': '菜品',\n",
       "     'url': 'http://store.is.autonavi.com/showpic/5d1323ba88b73c6631b031453611e045'}],\n",
       "   'typecode': '050100',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '从化区',\n",
       "   'name': '悠然居农庄',\n",
       "   'location': '113.674596,23.646622',\n",
       "   'tel': '020-87836333',\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFFAIYUL'},\n",
       "  {'parent': [],\n",
       "   'address': '温泉镇其兴里',\n",
       "   'distance': '469',\n",
       "   'biz_ext': {'cost': [], 'rating': [], 'meal_ordering': '0'},\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': 'diner',\n",
       "   'cityname': '广州市',\n",
       "   'type': '餐饮服务;中餐厅;中餐厅',\n",
       "   'photos': [],\n",
       "   'typecode': '050100',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '从化区',\n",
       "   'name': '老客家山水豆腐花',\n",
       "   'location': '113.674548,23.646949',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFLMQBEQ'},\n",
       "  {'parent': [],\n",
       "   'address': '温泉镇东学楼27号楼',\n",
       "   'distance': '707',\n",
       "   'biz_ext': {'cost': [], 'rating': '5.0', 'meal_ordering': '0'},\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': 'diner',\n",
       "   'cityname': '广州市',\n",
       "   'type': '餐饮服务;中餐厅;中餐厅',\n",
       "   'photos': [{'provider': [],\n",
       "     'title': [],\n",
       "     'url': 'http://store.is.autonavi.com/showpic/b45977290b63d7a44eda845a7e293f71'},\n",
       "    {'provider': [],\n",
       "     'title': [],\n",
       "     'url': 'http://store.is.autonavi.com/showpic/7e1e04823c63e6fa66b26255e711ede0'},\n",
       "    {'provider': [],\n",
       "     'title': [],\n",
       "     'url': 'http://store.is.autonavi.com/showpic/15eb0a189cdd4327875e2c0360f02e65'}],\n",
       "   'typecode': '050100',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '从化区',\n",
       "   'name': '南方学院第5食堂',\n",
       "   'location': '113.673950,23.637245',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFKSCUBR'},\n",
       "  {'parent': [],\n",
       "   'address': '温泉大道(中山大学旁)卫东村卫东村委南侧50米处',\n",
       "   'distance': '742',\n",
       "   'biz_ext': {'cost': '47.00', 'rating': '4.0', 'meal_ordering': '0'},\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': 'diner',\n",
       "   'cityname': '广州市',\n",
       "   'type': '餐饮服务;中餐厅;中餐厅',\n",
       "   'photos': [{'provider': [],\n",
       "     'title': [],\n",
       "     'url': 'http://store.is.autonavi.com/showpic/26f494ed07fd724718ced718d2157c00'},\n",
       "    {'provider': [],\n",
       "     'title': [],\n",
       "     'url': 'http://store.is.autonavi.com/showpic/ed86f22326eab4843564dc463b9ffbe5'},\n",
       "    {'provider': [],\n",
       "     'title': [],\n",
       "     'url': 'http://store.is.autonavi.com/showpic/91b18c9f4b0a4ed2ac26f6fe8811cddf'}],\n",
       "   'typecode': '050100',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '从化区',\n",
       "   'name': '卫东农庄',\n",
       "   'location': '113.677636,23.647717',\n",
       "   'tel': '020-37977399',\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFGKX9PY'},\n",
       "  {'parent': [],\n",
       "   'address': [],\n",
       "   'distance': '755',\n",
       "   'biz_ext': {'cost': [], 'rating': []},\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '生活服务;事务所;律师事务所',\n",
       "   'photos': [],\n",
       "   'typecode': '070701',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '从化区',\n",
       "   'name': '卫东村公共法律服务工作室',\n",
       "   'location': '113.677652,23.647873',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFLJUH37'},\n",
       "  {'parent': [],\n",
       "   'address': '石坑村东儒队00762号',\n",
       "   'distance': '891',\n",
       "   'biz_ext': {'cost': [], 'rating': '4.0', 'meal_ordering': '0'},\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': 'diner',\n",
       "   'cityname': '广州市',\n",
       "   'type': '餐饮服务;冷饮店;冷饮店',\n",
       "   'photos': [],\n",
       "   'typecode': '050700',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '从化区',\n",
       "   'name': '芬芳甜品',\n",
       "   'location': '113.675264,23.635903',\n",
       "   'tel': '13682211012',\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFKSELIP'},\n",
       "  {'parent': [],\n",
       "   'address': '石坑村江联社自编00802号',\n",
       "   'distance': '953',\n",
       "   'biz_ext': {'cost': [], 'rating': [], 'meal_ordering': '0'},\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': 'diner',\n",
       "   'cityname': '广州市',\n",
       "   'type': '餐饮服务;快餐厅;快餐厅',\n",
       "   'photos': [],\n",
       "   'typecode': '050300',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '从化区',\n",
       "   'name': '派乐汉堡',\n",
       "   'location': '113.677547,23.636405',\n",
       "   'tel': '13660836836',\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFKT2OOF'},\n",
       "  {'parent': [],\n",
       "   'address': 'Y526(福泉路)',\n",
       "   'distance': '954',\n",
       "   'biz_ext': {'cost': [], 'rating': []},\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '商务住宅;商务住宅相关;商务住宅相关',\n",
       "   'photos': [],\n",
       "   'typecode': '120000',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '从化区',\n",
       "   'name': '荔品汇(建设中)',\n",
       "   'location': '113.662855,23.642072',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFIAPQ5C'},\n",
       "  {'parent': [],\n",
       "   'address': '温泉镇温泉大道317号',\n",
       "   'distance': '1019',\n",
       "   'biz_ext': {'cost': [], 'rating': [], 'meal_ordering': '0'},\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': 'diner',\n",
       "   'cityname': '广州市',\n",
       "   'type': '餐饮服务;冷饮店;冷饮店',\n",
       "   'photos': [],\n",
       "   'typecode': '050700',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '从化区',\n",
       "   'name': '化州糖水',\n",
       "   'location': '113.672167,23.634214',\n",
       "   'tel': '18079353869',\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFKT4DAP'},\n",
       "  {'parent': [],\n",
       "   'address': '温泉大道卫东村桥栏队95号(桃姐农庄斜对面)',\n",
       "   'distance': '1081',\n",
       "   'biz_ext': {'cost': [], 'rating': '4.6', 'meal_ordering': '0'},\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': 'diner',\n",
       "   'cityname': '广州市',\n",
       "   'type': '餐饮服务;中餐厅;中餐厅',\n",
       "   'photos': [],\n",
       "   'typecode': '050100',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '从化区',\n",
       "   'name': '乡村农庄',\n",
       "   'location': '113.679408,23.650220',\n",
       "   'tel': '13710082043',\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFM1H10P'},\n",
       "  {'parent': [],\n",
       "   'address': '温泉镇大广高速公路富竹山居度假山庄',\n",
       "   'distance': '1126',\n",
       "   'biz_ext': {'cost': '53.00', 'rating': '4.3', 'meal_ordering': '0'},\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': 'diner',\n",
       "   'cityname': '广州市',\n",
       "   'type': '餐饮服务;餐饮相关场所;餐饮相关',\n",
       "   'photos': [{'provider': [],\n",
       "     'title': [],\n",
       "     'url': 'http://store.is.autonavi.com/showpic/6ee9b54df741a269c8b29d7b2fa99fa9'},\n",
       "    {'provider': [],\n",
       "     'title': [],\n",
       "     'url': 'http://store.is.autonavi.com/showpic/d5f039878c54190d749194833d0ab1ca'},\n",
       "    {'provider': [],\n",
       "     'title': [],\n",
       "     'url': 'http://store.is.autonavi.com/showpic/4e8c70177ec5ab94de393da880e9daf7'}],\n",
       "   'typecode': '050000',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '从化区',\n",
       "   'name': '高氏农家厨',\n",
       "   'location': '113.667670,23.634102',\n",
       "   'tel': '13710404989',\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFI6TJFB'},\n",
       "  {'parent': [],\n",
       "   'address': '温泉镇永福新村5号',\n",
       "   'distance': '1139',\n",
       "   'biz_ext': {'cost': '59.00', 'rating': '4.4', 'meal_ordering': '0'},\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': 'diner',\n",
       "   'cityname': '广州市',\n",
       "   'type': '餐饮服务;中餐厅;中餐厅',\n",
       "   'photos': [{'provider': [],\n",
       "     'title': [],\n",
       "     'url': 'http://store.is.autonavi.com/showpic/21c5de1114e59e1142e9d0fcdc328f40'},\n",
       "    {'provider': [],\n",
       "     'title': [],\n",
       "     'url': 'http://store.is.autonavi.com/showpic/c9fde5a9a7b879982da72fbde001e036'},\n",
       "    {'provider': [],\n",
       "     'title': [],\n",
       "     'url': 'http://store.is.autonavi.com/showpic/6b8801775f641af58bbf430cb827e339'}],\n",
       "   'typecode': '050100',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '从化区',\n",
       "   'name': '凤仙餐馆',\n",
       "   'location': '113.661270,23.640879',\n",
       "   'tel': '020-87838990',\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFHE66RZ'},\n",
       "  {'parent': 'B00140MR9A',\n",
       "   'address': '从莞深高速公路',\n",
       "   'distance': '1144',\n",
       "   'biz_ext': {'cost': [], 'rating': []},\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '商务住宅;商务住宅相关;商务住宅相关',\n",
       "   'photos': [],\n",
       "   'typecode': '120000',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': '309',\n",
       "   'adname': '从化区',\n",
       "   'name': '中山大学南方学院聚贤楼5号',\n",
       "   'location': '113.680265,23.636313',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFKPXY26'},\n",
       "  {'parent': 'B00140MR9A',\n",
       "   'address': '中山大学南方学院',\n",
       "   'distance': '1149',\n",
       "   'biz_ext': {'cost': [], 'rating': []},\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '商务住宅;商务住宅相关;商务住宅相关',\n",
       "   'photos': [],\n",
       "   'typecode': '120000',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': '309',\n",
       "   'adname': '从化区',\n",
       "   'name': '中山大学南方学院聚贤楼6号',\n",
       "   'location': '113.680651,23.636636',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFKPXZ59'},\n",
       "  {'parent': 'B00140MR9A',\n",
       "   'address': '从莞深高速公路',\n",
       "   'distance': '1152',\n",
       "   'biz_ext': {'cost': [], 'rating': []},\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '商务住宅;商务住宅相关;商务住宅相关',\n",
       "   'photos': [],\n",
       "   'typecode': '120000',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': '309',\n",
       "   'adname': '从化区',\n",
       "   'name': '中山大学南方学院聚贤楼7号',\n",
       "   'location': '113.680958,23.636938',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFKQ210C'},\n",
       "  {'parent': 'B00140MR9A',\n",
       "   'address': '博学路',\n",
       "   'distance': '1154',\n",
       "   'biz_ext': {'cost': [], 'rating': []},\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '商务住宅;商务住宅相关;商务住宅相关',\n",
       "   'photos': [],\n",
       "   'typecode': '120000',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': '309',\n",
       "   'adname': '从化区',\n",
       "   'name': '中山大学南方学院2号行政楼',\n",
       "   'location': '113.677600,23.634300',\n",
       "   'tel': '020-61787226',\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFKZ969H'},\n",
       "  {'parent': [],\n",
       "   'address': '福泉路',\n",
       "   'distance': '1155',\n",
       "   'biz_ext': {'cost': [], 'rating': [], 'meal_ordering': '0'},\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': 'diner',\n",
       "   'cityname': '广州市',\n",
       "   'type': '餐饮服务;中餐厅;中餐厅',\n",
       "   'photos': [],\n",
       "   'typecode': '050100',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '从化区',\n",
       "   'name': '李阿姨小炒',\n",
       "   'location': '113.661118,23.640835',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFLJNEWC'},\n",
       "  {'parent': [],\n",
       "   'address': '从化从化市温泉镇温泉旅游度假区内',\n",
       "   'distance': '1164',\n",
       "   'biz_ext': {'cost': '20588.00', 'rating': []},\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '商务住宅;住宅区;住宅区',\n",
       "   'photos': [{'provider': [],\n",
       "     'title': [],\n",
       "     'url': 'http://store.is.autonavi.com/showpic/a817b43cf19842cde154b5b720503f08'},\n",
       "    {'provider': [],\n",
       "     'title': '外景图',\n",
       "     'url': 'http://store.is.autonavi.com/showpic/a3db300d71061e28c86dda9e074f4215'},\n",
       "    {'provider': [],\n",
       "     'title': '外景图',\n",
       "     'url': 'http://store.is.autonavi.com/showpic/9b11be46e4a629f76a2b2c533a189ee2'}],\n",
       "   'typecode': '120300',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '从化区',\n",
       "   'name': '从化温泉高尔夫花园',\n",
       "   'location': '113.665202,23.651704',\n",
       "   'tel': '13798086222',\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFFW7E2S'}],\n",
       " 'status': '1',\n",
       " 'info': 'OK'}"
      ]
     },
     "execution_count": 44,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "around(my_key,location=\"113.672109,23.643371\")#此location为中大南方"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>parent</th>\n",
       "      <th>address</th>\n",
       "      <th>distance</th>\n",
       "      <th>pname</th>\n",
       "      <th>importance</th>\n",
       "      <th>biz_type</th>\n",
       "      <th>cityname</th>\n",
       "      <th>type</th>\n",
       "      <th>photos</th>\n",
       "      <th>typecode</th>\n",
       "      <th>...</th>\n",
       "      <th>childtype</th>\n",
       "      <th>adname</th>\n",
       "      <th>name</th>\n",
       "      <th>location</th>\n",
       "      <th>tel</th>\n",
       "      <th>shopid</th>\n",
       "      <th>id</th>\n",
       "      <th>biz_ext.cost</th>\n",
       "      <th>biz_ext.rating</th>\n",
       "      <th>biz_ext.meal_ordering</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>[]</td>\n",
       "      <td>东涌镇励业路8号之十一,十二,十三101房屋</td>\n",
       "      <td>60</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>diner</td>\n",
       "      <td>广州市</td>\n",
       "      <td>餐饮服务;快餐厅;快餐厅</td>\n",
       "      <td>[]</td>\n",
       "      <td>050300</td>\n",
       "      <td>...</td>\n",
       "      <td>[]</td>\n",
       "      <td>从化区</td>\n",
       "      <td>麦乐堡</td>\n",
       "      <td>113.671629,23.643697</td>\n",
       "      <td>18613021983</td>\n",
       "      <td>[]</td>\n",
       "      <td>B0FFGT2P12</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>[]</td>\n",
       "      <td>温泉镇龙岗墟桃园东路27号首层之二</td>\n",
       "      <td>61</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>diner</td>\n",
       "      <td>广州市</td>\n",
       "      <td>餐饮服务;快餐厅;快餐厅</td>\n",
       "      <td>[]</td>\n",
       "      <td>050300</td>\n",
       "      <td>...</td>\n",
       "      <td>[]</td>\n",
       "      <td>从化区</td>\n",
       "      <td>爱尚小厨</td>\n",
       "      <td>113.671691,23.642976</td>\n",
       "      <td>13928871760</td>\n",
       "      <td>[]</td>\n",
       "      <td>B0G2U947T4</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>[]</td>\n",
       "      <td>温泉镇卫东村105国道旁(中石油油站斜对面)</td>\n",
       "      <td>441</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>diner</td>\n",
       "      <td>广州市</td>\n",
       "      <td>餐饮服务;中餐厅;中餐厅</td>\n",
       "      <td>[{'provider': [], 'title': [], 'url': 'http://...</td>\n",
       "      <td>050100</td>\n",
       "      <td>...</td>\n",
       "      <td>[]</td>\n",
       "      <td>从化区</td>\n",
       "      <td>悠然居农庄</td>\n",
       "      <td>113.674596,23.646622</td>\n",
       "      <td>020-87836333</td>\n",
       "      <td>[]</td>\n",
       "      <td>B0FFFAIYUL</td>\n",
       "      <td>61.00</td>\n",
       "      <td>4.2</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>[]</td>\n",
       "      <td>温泉镇其兴里</td>\n",
       "      <td>469</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>diner</td>\n",
       "      <td>广州市</td>\n",
       "      <td>餐饮服务;中餐厅;中餐厅</td>\n",
       "      <td>[]</td>\n",
       "      <td>050100</td>\n",
       "      <td>...</td>\n",
       "      <td>[]</td>\n",
       "      <td>从化区</td>\n",
       "      <td>老客家山水豆腐花</td>\n",
       "      <td>113.674548,23.646949</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>B0FFLMQBEQ</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>[]</td>\n",
       "      <td>温泉镇东学楼27号楼</td>\n",
       "      <td>707</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>diner</td>\n",
       "      <td>广州市</td>\n",
       "      <td>餐饮服务;中餐厅;中餐厅</td>\n",
       "      <td>[{'provider': [], 'title': [], 'url': 'http://...</td>\n",
       "      <td>050100</td>\n",
       "      <td>...</td>\n",
       "      <td>[]</td>\n",
       "      <td>从化区</td>\n",
       "      <td>南方学院第5食堂</td>\n",
       "      <td>113.673950,23.637245</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>B0FFKSCUBR</td>\n",
       "      <td>[]</td>\n",
       "      <td>5.0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>[]</td>\n",
       "      <td>温泉大道(中山大学旁)卫东村卫东村委南侧50米处</td>\n",
       "      <td>742</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>diner</td>\n",
       "      <td>广州市</td>\n",
       "      <td>餐饮服务;中餐厅;中餐厅</td>\n",
       "      <td>[{'provider': [], 'title': [], 'url': 'http://...</td>\n",
       "      <td>050100</td>\n",
       "      <td>...</td>\n",
       "      <td>[]</td>\n",
       "      <td>从化区</td>\n",
       "      <td>卫东农庄</td>\n",
       "      <td>113.677636,23.647717</td>\n",
       "      <td>020-37977399</td>\n",
       "      <td>[]</td>\n",
       "      <td>B0FFGKX9PY</td>\n",
       "      <td>47.00</td>\n",
       "      <td>4.0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>755</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>广州市</td>\n",
       "      <td>生活服务;事务所;律师事务所</td>\n",
       "      <td>[]</td>\n",
       "      <td>070701</td>\n",
       "      <td>...</td>\n",
       "      <td>[]</td>\n",
       "      <td>从化区</td>\n",
       "      <td>卫东村公共法律服务工作室</td>\n",
       "      <td>113.677652,23.647873</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>B0FFLJUH37</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>[]</td>\n",
       "      <td>石坑村东儒队00762号</td>\n",
       "      <td>891</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>diner</td>\n",
       "      <td>广州市</td>\n",
       "      <td>餐饮服务;冷饮店;冷饮店</td>\n",
       "      <td>[]</td>\n",
       "      <td>050700</td>\n",
       "      <td>...</td>\n",
       "      <td>[]</td>\n",
       "      <td>从化区</td>\n",
       "      <td>芬芳甜品</td>\n",
       "      <td>113.675264,23.635903</td>\n",
       "      <td>13682211012</td>\n",
       "      <td>[]</td>\n",
       "      <td>B0FFKSELIP</td>\n",
       "      <td>[]</td>\n",
       "      <td>4.0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>[]</td>\n",
       "      <td>石坑村江联社自编00802号</td>\n",
       "      <td>953</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>diner</td>\n",
       "      <td>广州市</td>\n",
       "      <td>餐饮服务;快餐厅;快餐厅</td>\n",
       "      <td>[]</td>\n",
       "      <td>050300</td>\n",
       "      <td>...</td>\n",
       "      <td>[]</td>\n",
       "      <td>从化区</td>\n",
       "      <td>派乐汉堡</td>\n",
       "      <td>113.677547,23.636405</td>\n",
       "      <td>13660836836</td>\n",
       "      <td>[]</td>\n",
       "      <td>B0FFKT2OOF</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>[]</td>\n",
       "      <td>Y526(福泉路)</td>\n",
       "      <td>954</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>广州市</td>\n",
       "      <td>商务住宅;商务住宅相关;商务住宅相关</td>\n",
       "      <td>[]</td>\n",
       "      <td>120000</td>\n",
       "      <td>...</td>\n",
       "      <td>[]</td>\n",
       "      <td>从化区</td>\n",
       "      <td>荔品汇(建设中)</td>\n",
       "      <td>113.662855,23.642072</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>B0FFIAPQ5C</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>[]</td>\n",
       "      <td>温泉镇温泉大道317号</td>\n",
       "      <td>1019</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>diner</td>\n",
       "      <td>广州市</td>\n",
       "      <td>餐饮服务;冷饮店;冷饮店</td>\n",
       "      <td>[]</td>\n",
       "      <td>050700</td>\n",
       "      <td>...</td>\n",
       "      <td>[]</td>\n",
       "      <td>从化区</td>\n",
       "      <td>化州糖水</td>\n",
       "      <td>113.672167,23.634214</td>\n",
       "      <td>18079353869</td>\n",
       "      <td>[]</td>\n",
       "      <td>B0FFKT4DAP</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>[]</td>\n",
       "      <td>温泉大道卫东村桥栏队95号(桃姐农庄斜对面)</td>\n",
       "      <td>1081</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>diner</td>\n",
       "      <td>广州市</td>\n",
       "      <td>餐饮服务;中餐厅;中餐厅</td>\n",
       "      <td>[]</td>\n",
       "      <td>050100</td>\n",
       "      <td>...</td>\n",
       "      <td>[]</td>\n",
       "      <td>从化区</td>\n",
       "      <td>乡村农庄</td>\n",
       "      <td>113.679408,23.650220</td>\n",
       "      <td>13710082043</td>\n",
       "      <td>[]</td>\n",
       "      <td>B0FFM1H10P</td>\n",
       "      <td>[]</td>\n",
       "      <td>4.6</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>[]</td>\n",
       "      <td>温泉镇大广高速公路富竹山居度假山庄</td>\n",
       "      <td>1126</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>diner</td>\n",
       "      <td>广州市</td>\n",
       "      <td>餐饮服务;餐饮相关场所;餐饮相关</td>\n",
       "      <td>[{'provider': [], 'title': [], 'url': 'http://...</td>\n",
       "      <td>050000</td>\n",
       "      <td>...</td>\n",
       "      <td>[]</td>\n",
       "      <td>从化区</td>\n",
       "      <td>高氏农家厨</td>\n",
       "      <td>113.667670,23.634102</td>\n",
       "      <td>13710404989</td>\n",
       "      <td>[]</td>\n",
       "      <td>B0FFI6TJFB</td>\n",
       "      <td>53.00</td>\n",
       "      <td>4.3</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>[]</td>\n",
       "      <td>温泉镇永福新村5号</td>\n",
       "      <td>1139</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>diner</td>\n",
       "      <td>广州市</td>\n",
       "      <td>餐饮服务;中餐厅;中餐厅</td>\n",
       "      <td>[{'provider': [], 'title': [], 'url': 'http://...</td>\n",
       "      <td>050100</td>\n",
       "      <td>...</td>\n",
       "      <td>[]</td>\n",
       "      <td>从化区</td>\n",
       "      <td>凤仙餐馆</td>\n",
       "      <td>113.661270,23.640879</td>\n",
       "      <td>020-87838990</td>\n",
       "      <td>[]</td>\n",
       "      <td>B0FFHE66RZ</td>\n",
       "      <td>59.00</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>B00140MR9A</td>\n",
       "      <td>从莞深高速公路</td>\n",
       "      <td>1144</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>广州市</td>\n",
       "      <td>商务住宅;商务住宅相关;商务住宅相关</td>\n",
       "      <td>[]</td>\n",
       "      <td>120000</td>\n",
       "      <td>...</td>\n",
       "      <td>309</td>\n",
       "      <td>从化区</td>\n",
       "      <td>中山大学南方学院聚贤楼5号</td>\n",
       "      <td>113.680265,23.636313</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>B0FFKPXY26</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>B00140MR9A</td>\n",
       "      <td>中山大学南方学院</td>\n",
       "      <td>1149</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>广州市</td>\n",
       "      <td>商务住宅;商务住宅相关;商务住宅相关</td>\n",
       "      <td>[]</td>\n",
       "      <td>120000</td>\n",
       "      <td>...</td>\n",
       "      <td>309</td>\n",
       "      <td>从化区</td>\n",
       "      <td>中山大学南方学院聚贤楼6号</td>\n",
       "      <td>113.680651,23.636636</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>B0FFKPXZ59</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>B00140MR9A</td>\n",
       "      <td>从莞深高速公路</td>\n",
       "      <td>1152</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>广州市</td>\n",
       "      <td>商务住宅;商务住宅相关;商务住宅相关</td>\n",
       "      <td>[]</td>\n",
       "      <td>120000</td>\n",
       "      <td>...</td>\n",
       "      <td>309</td>\n",
       "      <td>从化区</td>\n",
       "      <td>中山大学南方学院聚贤楼7号</td>\n",
       "      <td>113.680958,23.636938</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>B0FFKQ210C</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>B00140MR9A</td>\n",
       "      <td>博学路</td>\n",
       "      <td>1154</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>广州市</td>\n",
       "      <td>商务住宅;商务住宅相关;商务住宅相关</td>\n",
       "      <td>[]</td>\n",
       "      <td>120000</td>\n",
       "      <td>...</td>\n",
       "      <td>309</td>\n",
       "      <td>从化区</td>\n",
       "      <td>中山大学南方学院2号行政楼</td>\n",
       "      <td>113.677600,23.634300</td>\n",
       "      <td>020-61787226</td>\n",
       "      <td>[]</td>\n",
       "      <td>B0FFKZ969H</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>[]</td>\n",
       "      <td>福泉路</td>\n",
       "      <td>1155</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>diner</td>\n",
       "      <td>广州市</td>\n",
       "      <td>餐饮服务;中餐厅;中餐厅</td>\n",
       "      <td>[]</td>\n",
       "      <td>050100</td>\n",
       "      <td>...</td>\n",
       "      <td>[]</td>\n",
       "      <td>从化区</td>\n",
       "      <td>李阿姨小炒</td>\n",
       "      <td>113.661118,23.640835</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>B0FFLJNEWC</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>[]</td>\n",
       "      <td>从化从化市温泉镇温泉旅游度假区内</td>\n",
       "      <td>1164</td>\n",
       "      <td>广东省</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>广州市</td>\n",
       "      <td>商务住宅;住宅区;住宅区</td>\n",
       "      <td>[{'provider': [], 'title': [], 'url': 'http://...</td>\n",
       "      <td>120300</td>\n",
       "      <td>...</td>\n",
       "      <td>[]</td>\n",
       "      <td>从化区</td>\n",
       "      <td>从化温泉高尔夫花园</td>\n",
       "      <td>113.665202,23.651704</td>\n",
       "      <td>13798086222</td>\n",
       "      <td>[]</td>\n",
       "      <td>B0FFFW7E2S</td>\n",
       "      <td>20588.00</td>\n",
       "      <td>[]</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>20 rows × 22 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "        parent                   address distance pname importance biz_type  \\\n",
       "0           []    东涌镇励业路8号之十一,十二,十三101房屋       60   广东省         []    diner   \n",
       "1           []         温泉镇龙岗墟桃园东路27号首层之二       61   广东省         []    diner   \n",
       "2           []    温泉镇卫东村105国道旁(中石油油站斜对面)      441   广东省         []    diner   \n",
       "3           []                    温泉镇其兴里      469   广东省         []    diner   \n",
       "4           []                温泉镇东学楼27号楼      707   广东省         []    diner   \n",
       "5           []  温泉大道(中山大学旁)卫东村卫东村委南侧50米处      742   广东省         []    diner   \n",
       "6           []                        []      755   广东省         []       []   \n",
       "7           []              石坑村东儒队00762号      891   广东省         []    diner   \n",
       "8           []            石坑村江联社自编00802号      953   广东省         []    diner   \n",
       "9           []                 Y526(福泉路)      954   广东省         []       []   \n",
       "10          []               温泉镇温泉大道317号     1019   广东省         []    diner   \n",
       "11          []    温泉大道卫东村桥栏队95号(桃姐农庄斜对面)     1081   广东省         []    diner   \n",
       "12          []         温泉镇大广高速公路富竹山居度假山庄     1126   广东省         []    diner   \n",
       "13          []                 温泉镇永福新村5号     1139   广东省         []    diner   \n",
       "14  B00140MR9A                   从莞深高速公路     1144   广东省         []       []   \n",
       "15  B00140MR9A                  中山大学南方学院     1149   广东省         []       []   \n",
       "16  B00140MR9A                   从莞深高速公路     1152   广东省         []       []   \n",
       "17  B00140MR9A                       博学路     1154   广东省         []       []   \n",
       "18          []                       福泉路     1155   广东省         []    diner   \n",
       "19          []          从化从化市温泉镇温泉旅游度假区内     1164   广东省         []       []   \n",
       "\n",
       "   cityname                type  \\\n",
       "0       广州市        餐饮服务;快餐厅;快餐厅   \n",
       "1       广州市        餐饮服务;快餐厅;快餐厅   \n",
       "2       广州市        餐饮服务;中餐厅;中餐厅   \n",
       "3       广州市        餐饮服务;中餐厅;中餐厅   \n",
       "4       广州市        餐饮服务;中餐厅;中餐厅   \n",
       "5       广州市        餐饮服务;中餐厅;中餐厅   \n",
       "6       广州市      生活服务;事务所;律师事务所   \n",
       "7       广州市        餐饮服务;冷饮店;冷饮店   \n",
       "8       广州市        餐饮服务;快餐厅;快餐厅   \n",
       "9       广州市  商务住宅;商务住宅相关;商务住宅相关   \n",
       "10      广州市        餐饮服务;冷饮店;冷饮店   \n",
       "11      广州市        餐饮服务;中餐厅;中餐厅   \n",
       "12      广州市    餐饮服务;餐饮相关场所;餐饮相关   \n",
       "13      广州市        餐饮服务;中餐厅;中餐厅   \n",
       "14      广州市  商务住宅;商务住宅相关;商务住宅相关   \n",
       "15      广州市  商务住宅;商务住宅相关;商务住宅相关   \n",
       "16      广州市  商务住宅;商务住宅相关;商务住宅相关   \n",
       "17      广州市  商务住宅;商务住宅相关;商务住宅相关   \n",
       "18      广州市        餐饮服务;中餐厅;中餐厅   \n",
       "19      广州市        商务住宅;住宅区;住宅区   \n",
       "\n",
       "                                               photos typecode  ... childtype  \\\n",
       "0                                                  []   050300  ...        []   \n",
       "1                                                  []   050300  ...        []   \n",
       "2   [{'provider': [], 'title': [], 'url': 'http://...   050100  ...        []   \n",
       "3                                                  []   050100  ...        []   \n",
       "4   [{'provider': [], 'title': [], 'url': 'http://...   050100  ...        []   \n",
       "5   [{'provider': [], 'title': [], 'url': 'http://...   050100  ...        []   \n",
       "6                                                  []   070701  ...        []   \n",
       "7                                                  []   050700  ...        []   \n",
       "8                                                  []   050300  ...        []   \n",
       "9                                                  []   120000  ...        []   \n",
       "10                                                 []   050700  ...        []   \n",
       "11                                                 []   050100  ...        []   \n",
       "12  [{'provider': [], 'title': [], 'url': 'http://...   050000  ...        []   \n",
       "13  [{'provider': [], 'title': [], 'url': 'http://...   050100  ...        []   \n",
       "14                                                 []   120000  ...       309   \n",
       "15                                                 []   120000  ...       309   \n",
       "16                                                 []   120000  ...       309   \n",
       "17                                                 []   120000  ...       309   \n",
       "18                                                 []   050100  ...        []   \n",
       "19  [{'provider': [], 'title': [], 'url': 'http://...   120300  ...        []   \n",
       "\n",
       "   adname           name              location           tel shopid  \\\n",
       "0     从化区            麦乐堡  113.671629,23.643697   18613021983     []   \n",
       "1     从化区           爱尚小厨  113.671691,23.642976   13928871760     []   \n",
       "2     从化区          悠然居农庄  113.674596,23.646622  020-87836333     []   \n",
       "3     从化区       老客家山水豆腐花  113.674548,23.646949            []     []   \n",
       "4     从化区       南方学院第5食堂  113.673950,23.637245            []     []   \n",
       "5     从化区           卫东农庄  113.677636,23.647717  020-37977399     []   \n",
       "6     从化区   卫东村公共法律服务工作室  113.677652,23.647873            []     []   \n",
       "7     从化区           芬芳甜品  113.675264,23.635903   13682211012     []   \n",
       "8     从化区           派乐汉堡  113.677547,23.636405   13660836836     []   \n",
       "9     从化区       荔品汇(建设中)  113.662855,23.642072            []     []   \n",
       "10    从化区           化州糖水  113.672167,23.634214   18079353869     []   \n",
       "11    从化区           乡村农庄  113.679408,23.650220   13710082043     []   \n",
       "12    从化区          高氏农家厨  113.667670,23.634102   13710404989     []   \n",
       "13    从化区           凤仙餐馆  113.661270,23.640879  020-87838990     []   \n",
       "14    从化区  中山大学南方学院聚贤楼5号  113.680265,23.636313            []     []   \n",
       "15    从化区  中山大学南方学院聚贤楼6号  113.680651,23.636636            []     []   \n",
       "16    从化区  中山大学南方学院聚贤楼7号  113.680958,23.636938            []     []   \n",
       "17    从化区  中山大学南方学院2号行政楼  113.677600,23.634300  020-61787226     []   \n",
       "18    从化区          李阿姨小炒  113.661118,23.640835            []     []   \n",
       "19    从化区      从化温泉高尔夫花园  113.665202,23.651704   13798086222     []   \n",
       "\n",
       "            id biz_ext.cost biz_ext.rating biz_ext.meal_ordering  \n",
       "0   B0FFGT2P12           []             []                     0  \n",
       "1   B0G2U947T4           []             []                     0  \n",
       "2   B0FFFAIYUL        61.00            4.2                     0  \n",
       "3   B0FFLMQBEQ           []             []                     0  \n",
       "4   B0FFKSCUBR           []            5.0                     0  \n",
       "5   B0FFGKX9PY        47.00            4.0                     0  \n",
       "6   B0FFLJUH37           []             []                   NaN  \n",
       "7   B0FFKSELIP           []            4.0                     0  \n",
       "8   B0FFKT2OOF           []             []                     0  \n",
       "9   B0FFIAPQ5C           []             []                   NaN  \n",
       "10  B0FFKT4DAP           []             []                     0  \n",
       "11  B0FFM1H10P           []            4.6                     0  \n",
       "12  B0FFI6TJFB        53.00            4.3                     0  \n",
       "13  B0FFHE66RZ        59.00            4.4                     0  \n",
       "14  B0FFKPXY26           []             []                   NaN  \n",
       "15  B0FFKPXZ59           []             []                   NaN  \n",
       "16  B0FFKQ210C           []             []                   NaN  \n",
       "17  B0FFKZ969H           []             []                   NaN  \n",
       "18  B0FFLJNEWC           []             []                     0  \n",
       "19  B0FFFW7E2S     20588.00             []                   NaN  \n",
       "\n",
       "[20 rows x 22 columns]"
      ]
     },
     "execution_count": 45,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pd.json_normalize(around(my_key,location=\"113.672109,23.643371\")['pois'])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 4.3多边形搜索"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- url:\"https://restapi.amap.com/v3/place/polygon?parameters\"  \n",
    "- requests.get()  \n",
    "- key,polygon"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {},
   "outputs": [],
   "source": [
    "def pol(key,polygon,keywords):\n",
    "    pol_url:\"https://restapi.amap.com/v3/place/polygon?parameters\"\n",
    "    params_pol = {\n",
    "        \"key\":key,\n",
    "        \"polygon\":polygon,#经纬度坐标对，规则：经度和纬度用\",\"分割，经度在前，纬度在后，坐标对用\"|\"分割。经纬度小数点后不得超过6位。多边形为矩形时，可传入左上右下两顶点坐标对；其他情况下首尾坐标对需相同。\n",
    "        \"keywords\":keywords #查询关键字，规则： 多个关键字用“|”分割\n",
    "    }\n",
    "    r = requests.get(\"https://restapi.amap.com/v3/place/polygon?parameters\",params_pol)\n",
    "    results = r.json()\n",
    "    return results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'suggestion': {'keywords': [], 'cities': []},\n",
       " 'count': '4',\n",
       " 'infocode': '10000',\n",
       " 'pois': [{'parent': [],\n",
       "   'address': '南湖南路北一街',\n",
       "   'distance': [],\n",
       "   'biz_ext': {'cost': '28.00', 'rating': '4.0', 'meal_ordering': '0'},\n",
       "   'pname': '北京市',\n",
       "   'importance': [],\n",
       "   'biz_type': 'diner',\n",
       "   'cityname': '北京市',\n",
       "   'type': '餐饮服务;快餐厅;麦当劳',\n",
       "   'photos': [],\n",
       "   'typecode': '050302',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '朝阳区',\n",
       "   'name': '麦当劳(南湖南路店)',\n",
       "   'location': '116.462242,39.993067',\n",
       "   'tel': '010-64703608',\n",
       "   'shopid': [],\n",
       "   'id': 'B0G1FRP67I'},\n",
       "  {'parent': [],\n",
       "   'address': '湖光南街',\n",
       "   'distance': [],\n",
       "   'biz_ext': {'cost': '31.00', 'rating': '4.4', 'meal_ordering': '0'},\n",
       "   'pname': '北京市',\n",
       "   'importance': [],\n",
       "   'biz_type': 'diner',\n",
       "   'cityname': '北京市',\n",
       "   'type': '餐饮服务;快餐厅;麦当劳',\n",
       "   'photos': [{'provider': [],\n",
       "     'title': [],\n",
       "     'url': 'http://store.is.autonavi.com/showpic/6a0315d73c1137829d1f2a69da132d8a'},\n",
       "    {'provider': [],\n",
       "     'title': '不素之霸双层牛肉汉堡',\n",
       "     'url': 'http://store.is.autonavi.com/showpic/a31d23c6d5b21441295f800035e3112c'},\n",
       "    {'provider': [],\n",
       "     'title': [],\n",
       "     'url': 'http://store.is.autonavi.com/showpic/c55c372b82b83d7ce7286036420a9a6b'}],\n",
       "   'typecode': '050302',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '朝阳区',\n",
       "   'name': '麦当劳(南湖北一街店)',\n",
       "   'location': '116.462139,39.993018',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFIRA0HH'},\n",
       "  {'parent': 'B000A87TRZ',\n",
       "   'address': '湖光北街9号旺角购物广场1层',\n",
       "   'distance': [],\n",
       "   'biz_ext': {'cost': '30.00', 'rating': '4.5', 'meal_ordering': '0'},\n",
       "   'pname': '北京市',\n",
       "   'importance': [],\n",
       "   'biz_type': 'diner',\n",
       "   'cityname': '北京市',\n",
       "   'type': '餐饮服务;快餐厅;麦当劳',\n",
       "   'photos': [{'provider': [],\n",
       "     'title': [],\n",
       "     'url': 'http://store.is.autonavi.com/showpic/d4b12f8b3917891847ee618bb2398ec1'},\n",
       "    {'provider': [],\n",
       "     'title': [],\n",
       "     'url': 'http://store.is.autonavi.com/showpic/bebbd3f865797901d7a9fdac6e1bded4'},\n",
       "    {'provider': [],\n",
       "     'title': '菜品',\n",
       "     'url': 'http://store.is.autonavi.com/showpic/8405d12ec0c78f351734f912f0ee44fa'}],\n",
       "   'typecode': '050302',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': '202',\n",
       "   'adname': '朝阳区',\n",
       "   'name': '麦当劳(湖光北路店)',\n",
       "   'location': '116.463550,40.001397',\n",
       "   'tel': '010-64708035;010-64709351',\n",
       "   'shopid': [],\n",
       "   'id': 'B000A85LPM'},\n",
       "  {'parent': 'B0FFF5UV26',\n",
       "   'address': '花家地北里1号',\n",
       "   'distance': [],\n",
       "   'biz_ext': {'cost': '39.00', 'rating': '4.5', 'meal_ordering': '0'},\n",
       "   'pname': '北京市',\n",
       "   'importance': [],\n",
       "   'biz_type': 'diner',\n",
       "   'cityname': '北京市',\n",
       "   'type': '餐饮服务;快餐厅;麦当劳',\n",
       "   'photos': [{'provider': [],\n",
       "     'title': [],\n",
       "     'url': 'http://store.is.autonavi.com/showpic/d4b12f8b3917891847ee618bb2398ec1'},\n",
       "    {'provider': [],\n",
       "     'title': '麦乐鸡块',\n",
       "     'url': 'http://store.is.autonavi.com/showpic/8f3ff938fc11a9381487b8677fda0483'},\n",
       "    {'provider': [],\n",
       "     'title': [],\n",
       "     'url': 'http://store.is.autonavi.com/showpic/bac44ac85dd9e7293a7c732aadff579f'}],\n",
       "   'typecode': '050302',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': '202',\n",
       "   'adname': '朝阳区',\n",
       "   'name': '麦当劳(花家地店)',\n",
       "   'location': '116.469622,39.985316',\n",
       "   'tel': '010-84711413;4000517117;010-84715824',\n",
       "   'shopid': [],\n",
       "   'id': 'B000A80FA7'}],\n",
       " 'status': '1',\n",
       " 'info': 'OK'}"
      ]
     },
     "execution_count": 47,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pol(my_key,polygon=\"116.460988,40.006919|116.48231,40.007381;116.47516,39.99713|116.472596,39.985227|116.45669,39.984989|116.460988,40.006919\",keywords=\"麦当劳\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>parent</th>\n",
       "      <th>address</th>\n",
       "      <th>distance</th>\n",
       "      <th>pname</th>\n",
       "      <th>importance</th>\n",
       "      <th>biz_type</th>\n",
       "      <th>cityname</th>\n",
       "      <th>type</th>\n",
       "      <th>photos</th>\n",
       "      <th>typecode</th>\n",
       "      <th>...</th>\n",
       "      <th>childtype</th>\n",
       "      <th>adname</th>\n",
       "      <th>name</th>\n",
       "      <th>location</th>\n",
       "      <th>tel</th>\n",
       "      <th>shopid</th>\n",
       "      <th>id</th>\n",
       "      <th>biz_ext.cost</th>\n",
       "      <th>biz_ext.rating</th>\n",
       "      <th>biz_ext.meal_ordering</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>[]</td>\n",
       "      <td>南湖南路北一街</td>\n",
       "      <td>[]</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>diner</td>\n",
       "      <td>北京市</td>\n",
       "      <td>餐饮服务;快餐厅;麦当劳</td>\n",
       "      <td>[]</td>\n",
       "      <td>050302</td>\n",
       "      <td>...</td>\n",
       "      <td>[]</td>\n",
       "      <td>朝阳区</td>\n",
       "      <td>麦当劳(南湖南路店)</td>\n",
       "      <td>116.462242,39.993067</td>\n",
       "      <td>010-64703608</td>\n",
       "      <td>[]</td>\n",
       "      <td>B0G1FRP67I</td>\n",
       "      <td>28.00</td>\n",
       "      <td>4.0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>[]</td>\n",
       "      <td>湖光南街</td>\n",
       "      <td>[]</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>diner</td>\n",
       "      <td>北京市</td>\n",
       "      <td>餐饮服务;快餐厅;麦当劳</td>\n",
       "      <td>[{'provider': [], 'title': [], 'url': 'http://...</td>\n",
       "      <td>050302</td>\n",
       "      <td>...</td>\n",
       "      <td>[]</td>\n",
       "      <td>朝阳区</td>\n",
       "      <td>麦当劳(南湖北一街店)</td>\n",
       "      <td>116.462139,39.993018</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>B0FFIRA0HH</td>\n",
       "      <td>31.00</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>B000A87TRZ</td>\n",
       "      <td>湖光北街9号旺角购物广场1层</td>\n",
       "      <td>[]</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>diner</td>\n",
       "      <td>北京市</td>\n",
       "      <td>餐饮服务;快餐厅;麦当劳</td>\n",
       "      <td>[{'provider': [], 'title': [], 'url': 'http://...</td>\n",
       "      <td>050302</td>\n",
       "      <td>...</td>\n",
       "      <td>202</td>\n",
       "      <td>朝阳区</td>\n",
       "      <td>麦当劳(湖光北路店)</td>\n",
       "      <td>116.463550,40.001397</td>\n",
       "      <td>010-64708035;010-64709351</td>\n",
       "      <td>[]</td>\n",
       "      <td>B000A85LPM</td>\n",
       "      <td>30.00</td>\n",
       "      <td>4.5</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>B0FFF5UV26</td>\n",
       "      <td>花家地北里1号</td>\n",
       "      <td>[]</td>\n",
       "      <td>北京市</td>\n",
       "      <td>[]</td>\n",
       "      <td>diner</td>\n",
       "      <td>北京市</td>\n",
       "      <td>餐饮服务;快餐厅;麦当劳</td>\n",
       "      <td>[{'provider': [], 'title': [], 'url': 'http://...</td>\n",
       "      <td>050302</td>\n",
       "      <td>...</td>\n",
       "      <td>202</td>\n",
       "      <td>朝阳区</td>\n",
       "      <td>麦当劳(花家地店)</td>\n",
       "      <td>116.469622,39.985316</td>\n",
       "      <td>010-84711413;4000517117;010-84715824</td>\n",
       "      <td>[]</td>\n",
       "      <td>B000A80FA7</td>\n",
       "      <td>39.00</td>\n",
       "      <td>4.5</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>4 rows × 22 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       parent         address distance pname importance biz_type cityname  \\\n",
       "0          []         南湖南路北一街       []   北京市         []    diner      北京市   \n",
       "1          []            湖光南街       []   北京市         []    diner      北京市   \n",
       "2  B000A87TRZ  湖光北街9号旺角购物广场1层       []   北京市         []    diner      北京市   \n",
       "3  B0FFF5UV26         花家地北里1号       []   北京市         []    diner      北京市   \n",
       "\n",
       "           type                                             photos typecode  \\\n",
       "0  餐饮服务;快餐厅;麦当劳                                                 []   050302   \n",
       "1  餐饮服务;快餐厅;麦当劳  [{'provider': [], 'title': [], 'url': 'http://...   050302   \n",
       "2  餐饮服务;快餐厅;麦当劳  [{'provider': [], 'title': [], 'url': 'http://...   050302   \n",
       "3  餐饮服务;快餐厅;麦当劳  [{'provider': [], 'title': [], 'url': 'http://...   050302   \n",
       "\n",
       "   ... childtype adname         name              location  \\\n",
       "0  ...        []    朝阳区   麦当劳(南湖南路店)  116.462242,39.993067   \n",
       "1  ...        []    朝阳区  麦当劳(南湖北一街店)  116.462139,39.993018   \n",
       "2  ...       202    朝阳区   麦当劳(湖光北路店)  116.463550,40.001397   \n",
       "3  ...       202    朝阳区    麦当劳(花家地店)  116.469622,39.985316   \n",
       "\n",
       "                                    tel shopid          id biz_ext.cost  \\\n",
       "0                          010-64703608     []  B0G1FRP67I        28.00   \n",
       "1                                    []     []  B0FFIRA0HH        31.00   \n",
       "2             010-64708035;010-64709351     []  B000A85LPM        30.00   \n",
       "3  010-84711413;4000517117;010-84715824     []  B000A80FA7        39.00   \n",
       "\n",
       "  biz_ext.rating biz_ext.meal_ordering  \n",
       "0            4.0                     0  \n",
       "1            4.4                     0  \n",
       "2            4.5                     0  \n",
       "3            4.5                     0  \n",
       "\n",
       "[4 rows x 22 columns]"
      ]
     },
     "execution_count": 48,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pd.json_normalize(pol(my_key,polygon=\"116.460988,40.006919|116.48231,40.007381;116.47516,39.99713|116.472596,39.985227|116.45669,39.984989|116.460988,40.006919\",keywords=\"麦当劳\")['pois'])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 4.4 ID查询"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- url：https://restapi.amap.com/v3/place/detail?parameters   \n",
    "- requests.get()  \n",
    "- key,id"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {},
   "outputs": [],
   "source": [
    "def ID(key,id):\n",
    "    ID_url:\"https://restapi.amap.com/v3/place/detail?parameters\"\n",
    "    params_ID = {\n",
    "        \"key\":key,\n",
    "        \"id\":id #兴趣点ID，兴趣点的唯一标识ID\n",
    "    }\n",
    "    r = requests.get(\"https://restapi.amap.com/v3/place/detail?parameters\",params_ID)\n",
    "    results = r.json()\n",
    "    return results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'count': '1',\n",
       " 'infocode': '10000',\n",
       " 'pois': [{'parent': [],\n",
       "   'distance': [],\n",
       "   'pcode': '110000',\n",
       "   'importance': [],\n",
       "   'biz_ext': {'cost': [], 'rating': []},\n",
       "   'recommend': '0',\n",
       "   'type': '商务住宅;楼宇;商务写字楼',\n",
       "   'photos': [{'title': '效果图',\n",
       "     'url': 'http://store.is.autonavi.com/showpic/a9836f620749c34742cf1ab67dc98f08'},\n",
       "    {'title': [],\n",
       "     'url': 'http://store.is.autonavi.com/showpic/53b11166a310a21470acde3a'},\n",
       "    {'title': [],\n",
       "     'url': 'http://store.is.autonavi.com/showpic/53b11166a310a21470acde31'}],\n",
       "   'discount_num': '0',\n",
       "   'gridcode': '5916739702',\n",
       "   'typecode': '120201',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'deep_info': {'deepsrc': []},\n",
       "   'citycode': '010',\n",
       "   'adname': '朝阳区',\n",
       "   'indoor_src': '高德地图',\n",
       "   'children': [],\n",
       "   'tel': [],\n",
       "   'id': 'B0FFFAB6J2',\n",
       "   'tag': [],\n",
       "   'event': [],\n",
       "   'entr_location': '116.473993,39.992784',\n",
       "   'indoor_map': '1',\n",
       "   'email': [],\n",
       "   'timestamp': '2020-11-14 16:53:59',\n",
       "   'website': [],\n",
       "   'address': '阜荣街10号',\n",
       "   'adcode': '110105',\n",
       "   'pname': '北京市',\n",
       "   'biz_type': [],\n",
       "   'cityname': '北京市',\n",
       "   'postcode': [],\n",
       "   'match': '0',\n",
       "   'business_area': '望京',\n",
       "   'indoor_data': {'cmsid': 'TY000191_B0FFFAB6J2',\n",
       "    'truefloor': [],\n",
       "    'cpid': 'B0FFFAB6J2',\n",
       "    'floor': []},\n",
       "   'childtype': [],\n",
       "   'rich_content': [],\n",
       "   'exit_location': [],\n",
       "   'name': '首开广场',\n",
       "   'location': '116.473004,39.993306',\n",
       "   'shopid': [],\n",
       "   'navi_poiid': 'J50F001020_342662',\n",
       "   'groupbuy_num': '0'}],\n",
       " 'status': '1',\n",
       " 'info': 'OK'}"
      ]
     },
     "execution_count": 50,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ID(my_key,id='B0FFFAB6J2')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>parent</th>\n",
       "      <th>distance</th>\n",
       "      <th>pcode</th>\n",
       "      <th>importance</th>\n",
       "      <th>recommend</th>\n",
       "      <th>type</th>\n",
       "      <th>photos</th>\n",
       "      <th>discount_num</th>\n",
       "      <th>gridcode</th>\n",
       "      <th>typecode</th>\n",
       "      <th>...</th>\n",
       "      <th>shopid</th>\n",
       "      <th>navi_poiid</th>\n",
       "      <th>groupbuy_num</th>\n",
       "      <th>biz_ext.cost</th>\n",
       "      <th>biz_ext.rating</th>\n",
       "      <th>deep_info.deepsrc</th>\n",
       "      <th>indoor_data.cmsid</th>\n",
       "      <th>indoor_data.truefloor</th>\n",
       "      <th>indoor_data.cpid</th>\n",
       "      <th>indoor_data.floor</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>110000</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "      <td>商务住宅;楼宇;商务写字楼</td>\n",
       "      <td>[{'title': '效果图', 'url': 'http://store.is.auto...</td>\n",
       "      <td>0</td>\n",
       "      <td>5916739702</td>\n",
       "      <td>120201</td>\n",
       "      <td>...</td>\n",
       "      <td>[]</td>\n",
       "      <td>J50F001020_342662</td>\n",
       "      <td>0</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>TY000191_B0FFFAB6J2</td>\n",
       "      <td>[]</td>\n",
       "      <td>B0FFFAB6J2</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1 rows × 48 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "  parent distance   pcode importance recommend           type  \\\n",
       "0     []       []  110000         []         0  商务住宅;楼宇;商务写字楼   \n",
       "\n",
       "                                              photos discount_num    gridcode  \\\n",
       "0  [{'title': '效果图', 'url': 'http://store.is.auto...            0  5916739702   \n",
       "\n",
       "  typecode  ... shopid         navi_poiid groupbuy_num biz_ext.cost  \\\n",
       "0   120201  ...     []  J50F001020_342662            0           []   \n",
       "\n",
       "  biz_ext.rating deep_info.deepsrc    indoor_data.cmsid indoor_data.truefloor  \\\n",
       "0             []                []  TY000191_B0FFFAB6J2                    []   \n",
       "\n",
       "  indoor_data.cpid indoor_data.floor  \n",
       "0       B0FFFAB6J2                []  \n",
       "\n",
       "[1 rows x 48 columns]"
      ]
     },
     "execution_count": 51,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pd.json_normalize(ID(my_key,id='B0FFFAB6J2')['pois'])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 5、IP定位"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- API文档：https://lbs.amap.com/api/webservice/guide/api/ipconfig"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- 希望能够将IP信息转换为地理位置信息。  \n",
    "- url:\"https://restapi.amap.com/v3/ip?parameters\"  \n",
    "- requests.get()  \n",
    "- key,ip"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "metadata": {},
   "outputs": [],
   "source": [
    "def ip(key,ip):\n",
    "    ip_url:\"https://restapi.amap.com/v3/ip?parameters\"\n",
    "    params_ip = {\n",
    "        'key':key,\n",
    "        'ip':ip #需要搜索的IP地址（仅支持国内）。若用户不填写IP，则取客户http之中的请求来进行定位\n",
    "    }\n",
    "    r = requests.get('https://restapi.amap.com/v3/ip?parameters',params_ip)\n",
    "    results = r.json()\n",
    "    return results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'status': '1',\n",
       " 'info': 'OK',\n",
       " 'infocode': '10000',\n",
       " 'province': '北京市',\n",
       " 'city': '北京市',\n",
       " 'adcode': '110000',\n",
       " 'rectangle': '116.0119343,39.66127144;116.7829835,40.2164962'}"
      ]
     },
     "execution_count": 53,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ip(my_key,ip=\"114.247.50.2\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 6、批量请求接口"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- API文档：https://lbs.amap.com/api/webservice/guide/api/batchrequest"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- 希望批量得到接口返回数据的用户。  "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 7、静态地图"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- API文档：https://lbs.amap.com/api/webservice/guide/api/staticmaps"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- 静态地图服务通过返回一张地图图片响应HTTP请求，使用户能够将高德地图以图片形式嵌入自己的网页中。用户可以指定请求的地图位置、图片大小、以及在地图上添加覆盖物，如标签、标注、折线、多边形。静态地图在使用的过程中，需要遵守高德开放平台《自定义地图服务协议》。  \n",
    "- url:\"https://restapi.amap.com/v3/staticmap?parameters\"  \n",
    "- requests.get()\n",
    "- key,location,zoom"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {},
   "outputs": [],
   "source": [
    "def map(key,location,zoom):\n",
    "    map_url:\"https://restapi.amap.com/v3/staticmap?parameters\"\n",
    "    params_map = {\n",
    "        'key':key,\n",
    "        'location':location, #经纬度\n",
    "        'zoom':zoom   #缩放级别[1,17]\n",
    "    }\n",
    "    r = requests.get('https://restapi.amap.com/v3/staticmap?parameters',params_map)\n",
    "    results = r.url\n",
    "    return results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'https://restapi.amap.com/v3/staticmap?parameters&key=b9971b2d4dba9debb61d42df654e6ac0&location=113.672109%2C23.643371&zoom=13'"
      ]
     },
     "execution_count": 55,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "map(my_key,location=\"113.672109,23.643371\",zoom=13)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 8、坐标转换"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- API文档：https://lbs.amap.com/api/webservice/guide/api/convert"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- 为了使用高德服务，用户需要将非高德坐标转换为高德坐标。  \n",
    "- url:\"https://restapi.amap.com/v3/assistant/coordinate/convert?parameters\"  \n",
    "- requests.get()  \n",
    "- key,locations"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "metadata": {},
   "outputs": [],
   "source": [
    "#坐标转换 将非高德坐标（GPS坐标、mapbar坐标、baidu坐标）转换成高德坐标\n",
    "def convert(key,locations):\n",
    "    convert_url:\"https://restapi.amap.com/v3/assistant/coordinate/convert?parameters\"\n",
    "    params_convert = {\n",
    "        'key':key,\n",
    "        'locations':locations, #坐标点，经度和纬度用\",\"分割，经度在前，纬度在后，经纬度小数点后不得超过6位。多个坐标对之间用”|”进行分隔最多支持40对坐标。\n",
    "    }\n",
    "    r = requests.get('https://restapi.amap.com/v3/assistant/coordinate/convert?parameters',params_convert)\n",
    "    results = r.json()\n",
    "    return results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'status': '1',\n",
       " 'info': 'ok',\n",
       " 'infocode': '10000',\n",
       " 'locations': '116.481499,39.990475|116.481499,39.990375'}"
      ]
     },
     "execution_count": 57,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "convert(my_key,locations=\"116.481499,39.990475|116.481499,39.990375\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 9、天气查询"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- API文档：https://lbs.amap.com/api/webservice/guide/api/weatherinfo"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- 天气查询是一个简单的HTTP接口，根据用户输入的adcode，查询目标区域当前/未来的天气情况。  \n",
    "- url:\"https://restapi.amap.com/v3/weather/weatherInfo?parameters\"  \n",
    "- requests.get()  \n",
    "- key,city"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "metadata": {},
   "outputs": [],
   "source": [
    "#天气查询\n",
    "def weather(key,city):\n",
    "    weather_url:'https://restapi.amap.com/v3/weather/weatherInfo?parameters'\n",
    "    params_weather = {\n",
    "        'key':key,\n",
    "        'city':city,\n",
    "    }\n",
    "    r = requests.get('https://restapi.amap.com/v3/weather/weatherInfo?parameters',params_weather)\n",
    "    results = r.json()\n",
    "    return results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'status': '1',\n",
       " 'count': '1',\n",
       " 'info': 'OK',\n",
       " 'infocode': '10000',\n",
       " 'lives': [{'province': '福建',\n",
       "   'city': '福州市',\n",
       "   'adcode': '350100',\n",
       "   'weather': '多云',\n",
       "   'temperature': '25',\n",
       "   'winddirection': '东南',\n",
       "   'windpower': '≤3',\n",
       "   'humidity': '58',\n",
       "   'reporttime': '2020-11-16 14:56:55'}]}"
      ]
     },
     "execution_count": 59,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "weather(my_key,city=\"福州\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 10、输入提示"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- API文档：https://lbs.amap.com/api/webservice/guide/api/inputtips"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- 提供根据用户输入的关键词查询返回建议列表。  \n",
    "- url:\"https://restapi.amap.com/v3/assistant/inputtips?parameters\"  \n",
    "- requests.get()  \n",
    "- key,keywords"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "metadata": {},
   "outputs": [],
   "source": [
    "def shuru(key,keywords,city):\n",
    "    shuru_url:\"https://restapi.amap.com/v3/assistant/inputtips?parameters\"\n",
    "    params_shuru = {\n",
    "        \"key\":key,\n",
    "        \"keywords\":keywords, #查询关键词\n",
    "        \"city\":city #可选值：citycode、adcode，不支持县级市。填入此参数后，会尽量优先返回此城市数据，但是不一定仅局限此城市结果\n",
    "    }\n",
    "    r = requests.get(\"https://restapi.amap.com/v3/assistant/inputtips?parameters\",params_shuru)\n",
    "    results = r.json()\n",
    "    return results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'status': '1',\n",
       " 'count': '10',\n",
       " 'info': 'OK',\n",
       " 'infocode': '10000',\n",
       " 'tips': [{'id': [],\n",
       "   'name': '麦当劳',\n",
       "   'district': [],\n",
       "   'adcode': [],\n",
       "   'location': [],\n",
       "   'address': [],\n",
       "   'typecode': [],\n",
       "   'city': []},\n",
       "  {'id': 'B0FFHPUSPS',\n",
       "   'name': '麦当劳',\n",
       "   'district': '上海市长宁区',\n",
       "   'adcode': '310105',\n",
       "   'location': '121.421885,31.196267',\n",
       "   'address': '凯旋路1580-1582号新·淮海坊F2层',\n",
       "   'typecode': '050302',\n",
       "   'city': []},\n",
       "  {'id': 'B00155H7K7',\n",
       "   'name': '麦当劳',\n",
       "   'district': '上海市杨浦区',\n",
       "   'adcode': '310110',\n",
       "   'location': '121.514264,31.300203',\n",
       "   'address': '邯郸路600号万达广场地下商区B1层A-05',\n",
       "   'typecode': '050302|050500',\n",
       "   'city': []},\n",
       "  {'id': 'B00154ZTFF',\n",
       "   'name': '麦当劳(中原餐厅)',\n",
       "   'district': '上海市杨浦区',\n",
       "   'adcode': '310110',\n",
       "   'location': '121.532252,31.315049',\n",
       "   'address': '中原路126号欧尚超市对面(近嫩江路)',\n",
       "   'typecode': '050302',\n",
       "   'city': []},\n",
       "  {'id': 'B0FFHDU6ID',\n",
       "   'name': '麦当劳(金山店)',\n",
       "   'district': '上海市金山区',\n",
       "   'adcode': '310116',\n",
       "   'location': '121.339430,30.713061',\n",
       "   'address': '金一东路158号',\n",
       "   'typecode': '050302',\n",
       "   'city': []},\n",
       "  {'id': 'B0FFIR77NL',\n",
       "   'name': '麦当劳(桂箐路店)',\n",
       "   'district': '上海市徐汇区',\n",
       "   'adcode': '310104',\n",
       "   'location': '121.404874,31.172542',\n",
       "   'address': '桂箐路65号新研大厦1幢107C号商铺TAPAS',\n",
       "   'typecode': '050302',\n",
       "   'city': []},\n",
       "  {'id': 'B00155HEG4',\n",
       "   'name': '麦当劳(临汾路)',\n",
       "   'district': '上海市静安区',\n",
       "   'adcode': '310106',\n",
       "   'location': '121.448280,31.310864',\n",
       "   'address': '共和新路4330号',\n",
       "   'typecode': '050302',\n",
       "   'city': []},\n",
       "  {'id': 'B0FFKYM3OK',\n",
       "   'name': '麦当劳(上海麦当劳奉贤百联餐厅)',\n",
       "   'district': '上海市奉贤区',\n",
       "   'adcode': '310120',\n",
       "   'location': '121.484921,30.915269',\n",
       "   'address': '南奉公路8509弄36号1层104、105号',\n",
       "   'typecode': '050300',\n",
       "   'city': []},\n",
       "  {'id': 'B00155QGM9',\n",
       "   'name': '麦当劳(桃浦餐厅)',\n",
       "   'district': '上海市普陀区',\n",
       "   'adcode': '310107',\n",
       "   'location': '121.348703,31.281883',\n",
       "   'address': '红棉路301弄6号1层101室',\n",
       "   'typecode': '050302',\n",
       "   'city': []},\n",
       "  {'id': 'B00155IW6E',\n",
       "   'name': '麦当劳(奉贤店)',\n",
       "   'district': '上海市奉贤区',\n",
       "   'adcode': '310120',\n",
       "   'location': '121.458877,30.914549',\n",
       "   'address': '人民中路196号',\n",
       "   'typecode': '050302',\n",
       "   'city': []}]}"
      ]
     },
     "execution_count": 61,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "shuru(my_key,keywords=\"麦当劳\",city=\"上海\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>id</th>\n",
       "      <th>name</th>\n",
       "      <th>district</th>\n",
       "      <th>adcode</th>\n",
       "      <th>location</th>\n",
       "      <th>address</th>\n",
       "      <th>typecode</th>\n",
       "      <th>city</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>[]</td>\n",
       "      <td>麦当劳</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>B0FFHPUSPS</td>\n",
       "      <td>麦当劳</td>\n",
       "      <td>上海市长宁区</td>\n",
       "      <td>310105</td>\n",
       "      <td>121.421885,31.196267</td>\n",
       "      <td>凯旋路1580-1582号新·淮海坊F2层</td>\n",
       "      <td>050302</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>B00155H7K7</td>\n",
       "      <td>麦当劳</td>\n",
       "      <td>上海市杨浦区</td>\n",
       "      <td>310110</td>\n",
       "      <td>121.514264,31.300203</td>\n",
       "      <td>邯郸路600号万达广场地下商区B1层A-05</td>\n",
       "      <td>050302|050500</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>B00154ZTFF</td>\n",
       "      <td>麦当劳(中原餐厅)</td>\n",
       "      <td>上海市杨浦区</td>\n",
       "      <td>310110</td>\n",
       "      <td>121.532252,31.315049</td>\n",
       "      <td>中原路126号欧尚超市对面(近嫩江路)</td>\n",
       "      <td>050302</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>B0FFHDU6ID</td>\n",
       "      <td>麦当劳(金山店)</td>\n",
       "      <td>上海市金山区</td>\n",
       "      <td>310116</td>\n",
       "      <td>121.339430,30.713061</td>\n",
       "      <td>金一东路158号</td>\n",
       "      <td>050302</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>B0FFIR77NL</td>\n",
       "      <td>麦当劳(桂箐路店)</td>\n",
       "      <td>上海市徐汇区</td>\n",
       "      <td>310104</td>\n",
       "      <td>121.404874,31.172542</td>\n",
       "      <td>桂箐路65号新研大厦1幢107C号商铺TAPAS</td>\n",
       "      <td>050302</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>B00155HEG4</td>\n",
       "      <td>麦当劳(临汾路)</td>\n",
       "      <td>上海市静安区</td>\n",
       "      <td>310106</td>\n",
       "      <td>121.448280,31.310864</td>\n",
       "      <td>共和新路4330号</td>\n",
       "      <td>050302</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>B0FFKYM3OK</td>\n",
       "      <td>麦当劳(上海麦当劳奉贤百联餐厅)</td>\n",
       "      <td>上海市奉贤区</td>\n",
       "      <td>310120</td>\n",
       "      <td>121.484921,30.915269</td>\n",
       "      <td>南奉公路8509弄36号1层104、105号</td>\n",
       "      <td>050300</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>B00155QGM9</td>\n",
       "      <td>麦当劳(桃浦餐厅)</td>\n",
       "      <td>上海市普陀区</td>\n",
       "      <td>310107</td>\n",
       "      <td>121.348703,31.281883</td>\n",
       "      <td>红棉路301弄6号1层101室</td>\n",
       "      <td>050302</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>B00155IW6E</td>\n",
       "      <td>麦当劳(奉贤店)</td>\n",
       "      <td>上海市奉贤区</td>\n",
       "      <td>310120</td>\n",
       "      <td>121.458877,30.914549</td>\n",
       "      <td>人民中路196号</td>\n",
       "      <td>050302</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "           id              name district  adcode              location  \\\n",
       "0          []               麦当劳       []      []                    []   \n",
       "1  B0FFHPUSPS               麦当劳   上海市长宁区  310105  121.421885,31.196267   \n",
       "2  B00155H7K7               麦当劳   上海市杨浦区  310110  121.514264,31.300203   \n",
       "3  B00154ZTFF         麦当劳(中原餐厅)   上海市杨浦区  310110  121.532252,31.315049   \n",
       "4  B0FFHDU6ID          麦当劳(金山店)   上海市金山区  310116  121.339430,30.713061   \n",
       "5  B0FFIR77NL         麦当劳(桂箐路店)   上海市徐汇区  310104  121.404874,31.172542   \n",
       "6  B00155HEG4          麦当劳(临汾路)   上海市静安区  310106  121.448280,31.310864   \n",
       "7  B0FFKYM3OK  麦当劳(上海麦当劳奉贤百联餐厅)   上海市奉贤区  310120  121.484921,30.915269   \n",
       "8  B00155QGM9         麦当劳(桃浦餐厅)   上海市普陀区  310107  121.348703,31.281883   \n",
       "9  B00155IW6E          麦当劳(奉贤店)   上海市奉贤区  310120  121.458877,30.914549   \n",
       "\n",
       "                    address       typecode city  \n",
       "0                        []             []   []  \n",
       "1     凯旋路1580-1582号新·淮海坊F2层         050302   []  \n",
       "2    邯郸路600号万达广场地下商区B1层A-05  050302|050500   []  \n",
       "3       中原路126号欧尚超市对面(近嫩江路)         050302   []  \n",
       "4                  金一东路158号         050302   []  \n",
       "5  桂箐路65号新研大厦1幢107C号商铺TAPAS         050302   []  \n",
       "6                 共和新路4330号         050302   []  \n",
       "7    南奉公路8509弄36号1层104、105号         050300   []  \n",
       "8           红棉路301弄6号1层101室         050302   []  \n",
       "9                  人民中路196号         050302   []  "
      ]
     },
     "execution_count": 62,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pd.json_normalize(shuru(my_key,keywords=\"麦当劳\",city=\"上海\")['tips'])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 11、交通态势"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- API文档：https://lbs.amap.com/api/webservice/guide/api/trafficstatus"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- 希望能够确定矩形、圆形或某条道路的交通态势情况，路况信息2分钟更新一次。  \n",
    "- url:\"https://restapi.amap.com/v3/traffic/status/rectangle?parameters\"  \n",
    "- requests.get()  \n",
    "- key,rectangle"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "metadata": {},
   "outputs": [],
   "source": [
    "def jiaotong(key,rectangle):\n",
    "    jiaotong_url:\"https://restapi.amap.com/v3/traffic/status/rectangle?parameters\"\n",
    "    params_jiaotong = {\n",
    "        \"key\":key,\n",
    "        \"rectangle\":rectangle #代表此为矩形区域查询。左下右上顶点坐标对。矩形对角线不能超过10公里,两个坐标对之间用”;”间隔,xy之间用”,”间隔\n",
    "    }\n",
    "    r = requests.get(\"https://restapi.amap.com/v3/traffic/status/rectangle?parameters\",params_jiaotong)\n",
    "    results = r.json()\n",
    "    return results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'info': 'INSUFFICIENT_PRIVILEGES',\n",
       " 'infocode': '10012',\n",
       " 'status': '0',\n",
       " 'sec_code_debug': 'd41d8cd98f00b204e9800998ecf8427e',\n",
       " 'key': 'b9971b2d4dba9debb61d42df654e6ac0',\n",
       " 'sec_code': 'd41d8cd98f00b204e9800998ecf8427e'}"
      ]
     },
     "execution_count": 64,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "jiaotong(my_key,rectangle=\"118.108245,24.486208;118.11203,24.49186\") #分别为厦门市体育中心和厦门威斯汀酒店"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.3"
  },
  "toc": {
   "base_numbering": 1,
   "nav_menu": {},
   "number_sections": true,
   "sideBar": true,
   "skip_h1_title": false,
   "title_cell": "Table of Contents",
   "title_sidebar": "Contents",
   "toc_cell": false,
   "toc_position": {
    "height": "calc(100% - 180px)",
    "left": "10px",
    "top": "150px",
    "width": "284.433px"
   },
   "toc_section_display": true,
   "toc_window_display": true
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
